{"meta":{"query_hash":"c318f0ad813b","filters":{"venue":"Surgery for Obesity and Related Diseases"},"cohort_total":270,"direct_labels_cover":0,"predictions_cover":270,"exported":270,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c318f0ad813b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Surgery+for+Obesity+and+Related+Diseases"},"results":[{"id":"W1756877781","doi":"10.1016/j.soard.2015.08.505","title":"Once versus twice daily injection of enoxaparin for thromboprophylaxis in bariatric surgery: effects on antifactor Xa activity and procoagulant microparticles. A randomized controlled study","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Randomized controlled trial; Regimen; Surgery; Group B; Platelet; Anesthesia; Internal medicine","score_opus":0.023971311342329882,"score_gpt":0.27405224890401053,"score_spread":0.25008093756168065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1756877781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818788,0.011853424,0.00063043745,0.0003989181,0.000981529,0.0023928469,0.00060445827,0.00009447345,0.0011651472],"genre_scores_gemma":[0.98377997,0.0068892,0.0017735652,0.00068227574,0.001112106,0.0032298637,0.00051670277,0.000021275606,0.0019949242],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99830997,0.0008708654,0.000172515,0.00030665877,0.00016202018,0.00017793383],"domain_scores_gemma":[0.9978404,0.00088373566,0.00049315527,0.00016671044,0.00013066946,0.00048522075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020197066,0.0016608016,0.005919534,0.00079703867,0.00056579907,0.0011758198,0.0012538914,0.0026944305,0.0060302312],"category_scores_gemma":[0.0027590361,0.0010160495,0.0026576638,0.00084678637,0.0019403563,0.0013909016,0.0005306739,0.0029718208,0.00069864537],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9846191,0.006443488,0.00021084739,0.00075419626,0.0008244313,0.000016379825,0.000021724549,0.000055604603,0.00077194604,0.000038728194,0.00013352967,0.0061100475],"study_design_scores_gemma":[0.9188645,0.0781171,0.0012260331,0.000052531657,0.000997277,0.000013690091,0.000018329954,0.00017802833,0.00026353874,0.000049095535,0.00020514046,0.000014756385],"about_ca_topic_score_codex":0.001420472,"about_ca_topic_score_gemma":0.0016641152,"teacher_disagreement_score":0.0060302312,"about_ca_system_score_codex":0.0007815496,"about_ca_system_score_gemma":0.0010026939,"threshold_uncertainty_score":0.020173132},"labels":[],"label_agreement":null},{"id":"W1973671993","doi":"10.1016/j.soard.2010.03.250","title":"P-48: Natural orifice surgery: Endoluminal pouch reduction following failed vertical banded gastroplasty","year":2010,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Surgery; Pouch; Reduction (mathematics)","score_opus":0.008843308760540802,"score_gpt":0.23612688416394687,"score_spread":0.22728357540340607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973671993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96132916,0.0012247807,0.0024058588,0.017131366,0.0017183882,0.00015362227,0.00039742354,0.00012700245,0.015512343],"genre_scores_gemma":[0.99370545,0.00026546005,0.0007209074,0.0017925142,0.0009667662,0.000027469348,0.0001570832,0.000026643282,0.0023376408],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9996171,0.00003590623,0.00004446518,0.000044584798,0.00006877667,0.00018923284],"domain_scores_gemma":[0.9990194,0.00027956796,0.00022048342,0.0000757945,0.000078781275,0.0003259152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003143969,0.00038455208,0.00040006725,0.0007414504,0.0010890436,0.0005871226,0.0008156442,0.0035827446,0.0054585626],"category_scores_gemma":[0.0029108424,0.00016716955,0.00083195535,0.0003486262,0.0009249521,0.0009675679,0.00059689826,0.0022011024,0.0010537539],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012834175,0.0005076992,0.07158804,0.00012380462,0.000056527664,0.8839368,0.00030041422,0.00030427703,0.0033890232,0.001692609,0.009811301,0.027006073],"study_design_scores_gemma":[0.000094522984,0.0015525351,0.063845046,0.00010964711,0.00003681036,0.92276686,0.00053196773,0.0010415388,0.0034642715,0.0013306151,0.0051846434,0.000041474712],"about_ca_topic_score_codex":0.00086544064,"about_ca_topic_score_gemma":0.0015300222,"teacher_disagreement_score":0.0054585626,"about_ca_system_score_codex":0.0007675403,"about_ca_system_score_gemma":0.0005355725,"threshold_uncertainty_score":0.018260717},"labels":[],"label_agreement":null},{"id":"W1974016920","doi":"10.1016/j.soard.2015.02.009","title":"Revised sleeve gastrectomy (re-sleeve)","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Surgery; Body mass index; Reflux; GERD; Weight loss; Stenosis; Laparoscopy; Gastrectomy; Gastric bypass; Radiology; Internal medicine; Obesity; Disease","score_opus":0.02967488188358951,"score_gpt":0.26267450199517955,"score_spread":0.23299962011159003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974016920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9135591,0.020846881,0.030656088,0.0018304299,0.0017851484,0.00024562032,0.0014511825,0.0009192851,0.028706333],"genre_scores_gemma":[0.96160465,0.0042447974,0.01572759,0.0021038565,0.0007464629,0.00007859854,0.0030472712,0.00016321447,0.012283619],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997553,0.000020459436,0.000025726866,0.000076982236,0.00004402173,0.00007750282],"domain_scores_gemma":[0.9997098,0.000035342855,0.000052613817,0.000048471455,0.000017457249,0.00013637188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045517398,0.0005984762,0.0010137449,0.00049794914,0.00028717314,0.0007298924,0.00053619384,0.0005711404,0.0037351414],"category_scores_gemma":[0.0005633251,0.00015794659,0.001899145,0.00039177708,0.00044076968,0.0006611251,0.0006919328,0.0012855895,0.0012583492],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062469603,0.0011018267,0.09309011,0.0024428081,0.0032555945,0.02845457,0.00028343865,0.005427983,0.07380825,0.0045510144,0.016233573,0.76510394],"study_design_scores_gemma":[0.0020513737,0.016621364,0.38390437,0.000655963,0.0012442982,0.4486796,0.0003875144,0.0055230167,0.026560841,0.0043156412,0.10975832,0.0002977267],"about_ca_topic_score_codex":0.00026840274,"about_ca_topic_score_gemma":0.0006689152,"teacher_disagreement_score":0.0037351414,"about_ca_system_score_codex":0.0002796862,"about_ca_system_score_gemma":0.0003380574,"threshold_uncertainty_score":0.012495339},"labels":[],"label_agreement":null},{"id":"W1975495812","doi":"10.1016/j.soard.2010.07.011","title":"Sleeve gastrectomy and type 2 diabetes mellitus: a systematic review","year":2010,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":256,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Weight loss; Cochrane Library; Sleeve gastrectomy; Type 2 Diabetes Mellitus; Surgery; Body mass index; Diabetes mellitus; MEDLINE; Gastrectomy; Type 2 diabetes; Randomized controlled trial; General surgery; Internal medicine; Obesity; Cancer; Gastric bypass; Endocrinology","score_opus":0.019741313823523322,"score_gpt":0.27989176532299054,"score_spread":0.2601504514994672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975495812","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001650127,0.9977584,0.000053159543,0.00009713242,0.00006553094,0.00007144535,0.00018835215,0.0000042540755,0.00011161496],"genre_scores_gemma":[0.022296147,0.9767294,0.0003198134,0.00031237843,0.00005962625,0.000099459714,0.00010099833,0.0000022940235,0.00007986914],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9979274,0.0006229568,0.00078228884,0.00023570406,0.00032371777,0.00010785968],"domain_scores_gemma":[0.99279904,0.00428127,0.0022047525,0.000094968535,0.0004464198,0.00017350986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028092046,0.0013263008,0.00813461,0.0049931556,0.00033738322,0.0015300928,0.0011356712,0.0015493806,0.004342848],"category_scores_gemma":[0.011586227,0.0010970315,0.008058496,0.0067377,0.00062239595,0.0013922228,0.0012522939,0.0012033599,0.00021095063],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000837253,0.00005090871,0.0033599208,0.89556855,0.054264437,0.00022510764,0.00014823697,0.00015138718,0.00018527183,0.00011986407,0.0020699692,0.043019064],"study_design_scores_gemma":[0.0025919406,0.000720341,0.019123193,0.40068188,0.5558728,0.00095467176,0.00041114818,0.00015414439,0.00021000083,0.00030553498,0.018891044,0.000083288796],"about_ca_topic_score_codex":0.008695965,"about_ca_topic_score_gemma":0.036774136,"teacher_disagreement_score":0.008695965,"about_ca_system_score_codex":0.00175358,"about_ca_system_score_gemma":0.004725668,"threshold_uncertainty_score":0.017290711},"labels":[],"label_agreement":null},{"id":"W1976572520","doi":"10.1016/j.soard.2008.08.025","title":"Bariatric surgery reduces cancer risk in morbidly obese patients","year":2008,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":269,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GDI Integrated Facility Services (Canada); McGill University Health Centre","funders":"","keywords":"Medicine; Surgery; Morbidly obese; Cancer; Cohort; Confidence interval; Obesity; Breast cancer; Weight loss; Cohort study; Body mass index; Relative risk; Internal medicine","score_opus":0.016967142627454287,"score_gpt":0.25133141648782764,"score_spread":0.23436427386037334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976572520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99372673,0.003205628,0.00008013531,0.00064735085,0.00005678685,0.000007698248,0.00013412628,0.000011766828,0.0021297738],"genre_scores_gemma":[0.9979171,0.0012600844,0.00015049125,0.00015404301,0.000068243484,0.0000033585459,0.00012764975,0.0000025062018,0.00031646388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998838,0.000041888805,0.000009238882,0.000009141031,0.00003180429,0.000024116274],"domain_scores_gemma":[0.9994623,0.00016443274,0.000181113,0.000023982355,0.000032357242,0.00013575725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018226092,0.00015674961,0.00028907624,0.00023692173,0.00015023454,0.0002748569,0.00012831615,0.00027345534,0.0015082231],"category_scores_gemma":[0.002027313,0.0001508472,0.00037783218,0.00033984194,0.000082399274,0.00014641523,0.00016315359,0.0004773021,0.00013555646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006492134,0.0010590171,0.9336882,0.00013253903,0.00050429703,0.00021687687,0.00009963865,0.00029464523,0.0031901645,0.0001223171,0.00142959,0.0527706],"study_design_scores_gemma":[0.00013211212,0.00071286585,0.99771714,0.00001366216,0.0002116492,0.00015396456,0.0000725348,0.00021859749,0.00018035779,0.00006870372,0.00051449105,0.000003849218],"about_ca_topic_score_codex":0.00393465,"about_ca_topic_score_gemma":0.005765719,"teacher_disagreement_score":0.00393465,"about_ca_system_score_codex":0.00011894019,"about_ca_system_score_gemma":0.00029400142,"threshold_uncertainty_score":0.007823527},"labels":[],"label_agreement":null},{"id":"W1977019208","doi":"10.1016/j.soard.2011.10.021","title":"Perioperative complications in a consecutive series of 1000 duodenal switches","year":2011,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Surgery; Laparoscopy; Perioperative; Complication; Biliopancreatic Diversion; Pulmonary embolism; Body mass index; Duodenal switch; Clinical endpoint; Mortality rate; Internal medicine; Gastric bypass; Weight loss; Randomized controlled trial","score_opus":0.028559783952950894,"score_gpt":0.2471251821789525,"score_spread":0.2185653982260016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977019208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99875724,0.00047990953,0.000082911756,0.00003731837,0.000020406367,0.000016419039,0.00012884902,0.0000041437656,0.00047276984],"genre_scores_gemma":[0.99868184,0.00045711795,0.00013751072,0.000097289005,0.000046623274,0.000025977119,0.00040135908,0.0000050021586,0.00014725477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924195,0.000097651886,0.00017427966,0.00016189484,0.00016292607,0.00016126536],"domain_scores_gemma":[0.9982845,0.00042458312,0.00068541785,0.00016370011,0.00010244932,0.0003392864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049216714,0.00046893113,0.0005657179,0.001479349,0.0011518098,0.0015043397,0.00042918863,0.0008843118,0.0016649346],"category_scores_gemma":[0.003060651,0.0005845485,0.0008001659,0.0013789069,0.0004907521,0.00075812364,0.00080491,0.0009366879,0.00033179825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012529297,0.00007480472,0.9954118,0.000012540813,0.00005052671,0.0024730987,0.000112837086,0.000032551794,0.0001442468,0.00002504631,0.00011990833,0.0014172925],"study_design_scores_gemma":[0.000030985495,0.0004046429,0.98234797,0.00003368985,0.00010702344,0.014592082,0.0014284607,0.00025964458,0.00023079132,0.0000481465,0.0004976167,0.000019046987],"about_ca_topic_score_codex":0.0023294396,"about_ca_topic_score_gemma":0.0040446473,"teacher_disagreement_score":0.0023294396,"about_ca_system_score_codex":0.0007789592,"about_ca_system_score_gemma":0.000709107,"threshold_uncertainty_score":0.005651772},"labels":[],"label_agreement":null},{"id":"W1981066666","doi":"10.1016/j.soard.2005.05.006","title":"Accelerated satiation after duodenal switch","year":2005,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Stimulus (psychology); Duodenal switch; Surgery; Anesthesia; Audiology; Weight loss; Obesity; Morbid obesity; Psychology; Internal medicine; Psychotherapist","score_opus":0.014942976641027141,"score_gpt":0.24816509772054632,"score_spread":0.23322212107951917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981066666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99494123,0.0010034471,0.00016125571,0.00041336572,0.00017205949,0.000023875555,0.00008935049,0.000026046979,0.0031693745],"genre_scores_gemma":[0.9990471,0.00021975541,0.000053668962,0.00011253666,0.00006274734,0.0000050350313,0.00013121257,0.0000030062565,0.00036491605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99983406,0.000046100005,0.000010835962,0.000015932283,0.000024953022,0.000068178066],"domain_scores_gemma":[0.9989843,0.00044490612,0.00011702174,0.00009372905,0.000027972439,0.0003319664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000353478,0.00027853134,0.0008795602,0.00042219422,0.00043218076,0.00066975533,0.00022000456,0.00066087756,0.005566933],"category_scores_gemma":[0.00175956,0.00010662207,0.0008829454,0.00045313107,0.00032339426,0.0005447917,0.0005060913,0.001213759,0.00030032074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.32215506,0.0066422913,0.32305023,0.0007816906,0.0022096734,0.058635693,0.000738152,0.001618499,0.04484957,0.00394767,0.003243263,0.23212811],"study_design_scores_gemma":[0.0060113803,0.026215302,0.9267927,0.0000741142,0.00064577593,0.02273726,0.00075527985,0.002185334,0.006241559,0.0033481428,0.0049239374,0.00006925248],"about_ca_topic_score_codex":0.00073199504,"about_ca_topic_score_gemma":0.00079280615,"teacher_disagreement_score":0.005566933,"about_ca_system_score_codex":0.00049628044,"about_ca_system_score_gemma":0.00038876315,"threshold_uncertainty_score":0.018623233},"labels":[],"label_agreement":null},{"id":"W1982338296","doi":"10.1016/j.soard.2014.07.020","title":"Malabsorption plays a major role in the effects of the biliopancreatic diversion with duodenal switch on energy metabolism in rats","year":2014,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Internal medicine; Endocrinology; Ghrelin; Biliopancreatic Diversion; Medicine; Weight loss; Adipose tissue; Postprandial; Duodenal switch; Sleeve gastrectomy; Malabsorption; Hormone; Insulin; Obesity","score_opus":0.0037045046056451043,"score_gpt":0.18618828491991782,"score_spread":0.1824837803142727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982338296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979219,0.00051088474,0.000471493,0.00025968405,0.00009896177,0.000016165513,0.00026335372,0.00004426739,0.00041337882],"genre_scores_gemma":[0.99452037,0.0009771702,0.0007482616,0.00025282888,0.000034276407,0.00008095237,0.00044861456,0.00002873712,0.002908865],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997595,0.0000252812,0.000022596554,0.000049136415,0.000031090953,0.00011234005],"domain_scores_gemma":[0.99959654,0.000036313355,0.00008683791,0.00006325272,0.000029176403,0.00018779468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024994477,0.00091248547,0.0007772386,0.000751083,0.00040233086,0.0005283321,0.0005760179,0.00095783133,0.003610175],"category_scores_gemma":[0.00023114297,0.000510725,0.0009841782,0.00043974188,0.0012835176,0.0010784335,0.0005514188,0.0027151017,0.00038087883],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.056577217,0.0039157164,0.0047474,0.0003801433,0.00014719905,0.0011102033,0.00026002194,0.0007498172,0.9165287,0.0010649528,0.0006249336,0.013893678],"study_design_scores_gemma":[0.0013691823,0.015897045,0.036882725,0.00006424199,0.00042028836,0.0006940802,0.0010456099,0.0031942918,0.93470675,0.0015420417,0.004049791,0.00013397407],"about_ca_topic_score_codex":0.0018398173,"about_ca_topic_score_gemma":0.0022233413,"teacher_disagreement_score":0.003610175,"about_ca_system_score_codex":0.00047231856,"about_ca_system_score_gemma":0.0009855978,"threshold_uncertainty_score":0.012077212},"labels":[],"label_agreement":null},{"id":"W1982871183","doi":"10.1016/j.soard.2008.02.003","title":"Use of critical care resources after laparoscopic gastric bypass: effect on respiratory complications","year":2008,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Body mass index; Intensive care unit; Incidence (geometry); Hypoxemia; Obstructive sleep apnea; Mechanical ventilation; Continuous positive airway pressure; Surgery; Anesthesia; Internal medicine","score_opus":0.036122028397532244,"score_gpt":0.3017551779259778,"score_spread":0.2656331495284455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982871183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99730825,0.0009858315,0.000031530966,0.00038012123,0.000038096223,0.000017962342,0.00017723869,0.000004793817,0.0010562594],"genre_scores_gemma":[0.998585,0.0004519097,0.000057355166,0.00010751879,0.00005779448,0.000013066442,0.00016387858,0.0000046833065,0.0005588238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998694,0.00046152758,0.000088397464,0.00015405504,0.00015092286,0.00045102104],"domain_scores_gemma":[0.9860534,0.006454231,0.0025065264,0.0004054956,0.0006672852,0.003912959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015918721,0.00038471486,0.00077043666,0.00052474916,0.0007093526,0.0013541708,0.0008305977,0.001111979,0.006023142],"category_scores_gemma":[0.011993279,0.00024909544,0.0021830853,0.0006326965,0.00062313647,0.0014150417,0.00092636986,0.0019949176,0.00023724748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08154899,0.00755864,0.86831,0.00027064167,0.001963349,0.000796932,0.0005645021,0.0010353826,0.0019097698,0.00035498818,0.00090030784,0.034786444],"study_design_scores_gemma":[0.00035702612,0.0058220504,0.99130213,0.000033552824,0.00056281796,0.000116405696,0.00057302846,0.0005183946,0.00024660435,0.00012166598,0.00032722374,0.00001904518],"about_ca_topic_score_codex":0.012881603,"about_ca_topic_score_gemma":0.015139464,"teacher_disagreement_score":0.012881603,"about_ca_system_score_codex":0.0013094273,"about_ca_system_score_gemma":0.002650357,"threshold_uncertainty_score":0.025613248},"labels":[],"label_agreement":null},{"id":"W1986460353","doi":"10.1016/j.soard.2014.11.005","title":"Correlation between the Beck Depression Inventory and bariatric surgical procedures","year":2014,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychosocial; Beck Depression Inventory; Weight loss; Medicine; Sleeve gastrectomy; Depression (economics); Adjustable gastric band; Weight change; Beck Anxiety Inventory; Surgery; Gastric bypass; Physical therapy; Obesity; Anxiety; Psychiatry; Internal medicine","score_opus":0.011818045647755153,"score_gpt":0.24041999223621519,"score_spread":0.22860194658846003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986460353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951597,0.00080162025,0.00021713346,0.00025219555,0.00006119311,0.00001839021,0.0006108463,0.000008518078,0.0028704277],"genre_scores_gemma":[0.9987452,0.00026794564,0.00024372824,0.000058642236,0.000036569643,0.000013298959,0.00035768,0.0000018118303,0.00027517334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913496,0.0002605836,0.0001639474,0.00007417196,0.00025911728,0.00010727373],"domain_scores_gemma":[0.9947291,0.0018215405,0.0021557375,0.00019841305,0.00046491539,0.00063031074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068154023,0.00020194413,0.00034688352,0.0008877313,0.00029348335,0.0006023234,0.00024131448,0.00039922015,0.0019739848],"category_scores_gemma":[0.005952282,0.00025346575,0.0006364444,0.0007097042,0.00028242636,0.00023544113,0.00036948817,0.0011251174,0.00020507336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050662475,0.000033712935,0.99883205,0.0000060735365,0.0000651036,0.000018847093,0.000017433122,0.000028652457,0.00006088676,0.000016911818,0.00007558636,0.00079403544],"study_design_scores_gemma":[0.0000033919862,0.00004806664,0.99949324,0.0000042606193,0.000021982913,0.000116730946,0.00004860143,0.000115662704,0.000035847042,0.000018000288,0.000091205926,0.0000030646966],"about_ca_topic_score_codex":0.0029918274,"about_ca_topic_score_gemma":0.0049870964,"teacher_disagreement_score":0.0029918274,"about_ca_system_score_codex":0.0003662331,"about_ca_system_score_gemma":0.00055806653,"threshold_uncertainty_score":0.006603658},"labels":[],"label_agreement":null},{"id":"W1992143386","doi":"10.1016/j.soard.2009.03.016","title":"PL-110: Successful bariatric surgery in the mother improves health of offspring","year":2009,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Biliopancreatic Diversion; Medicine; Obesity; Offspring; In utero; Obesity Surgery; Duodenal switch; Diabetes mellitus; Surgery; Metabolic syndrome; Weight loss; Obstetrics; Pregnancy; Morbid obesity; Internal medicine; Endocrinology; Fetus; Gastric bypass","score_opus":0.013444166995902535,"score_gpt":0.2545754167480085,"score_spread":0.24113124975210595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992143386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883945,0.0012737729,0.0005700458,0.0034129422,0.00029930755,0.000059477283,0.00056418934,0.00016390506,0.0052619157],"genre_scores_gemma":[0.99079657,0.0017515435,0.0016220014,0.0013766916,0.0001552811,0.00009297885,0.0007437077,0.00004898356,0.0034123065],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99986255,0.000050411818,0.000010382511,0.000027971839,0.000021786569,0.000026832999],"domain_scores_gemma":[0.99958247,0.00012303516,0.000076275326,0.000040369443,0.000019674533,0.00015817974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005404153,0.00028531658,0.00052738114,0.00019032074,0.00023714594,0.00051993335,0.00046618565,0.00081968174,0.009965794],"category_scores_gemma":[0.0012709263,0.00025325004,0.000350668,0.00017847081,0.00042689324,0.00045539922,0.00052859576,0.0011959939,0.0009387285],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10559703,0.021023206,0.10210653,0.0015026658,0.000828039,0.002456372,0.00068629894,0.0010377015,0.21150777,0.0027110006,0.022792138,0.5277514],"study_design_scores_gemma":[0.03531145,0.19856523,0.58204323,0.00083102455,0.002725724,0.006637215,0.0023014557,0.0048556174,0.13215879,0.0030456695,0.031371564,0.00015312333],"about_ca_topic_score_codex":0.0012705777,"about_ca_topic_score_gemma":0.0011630722,"teacher_disagreement_score":0.009965794,"about_ca_system_score_codex":0.00031456596,"about_ca_system_score_gemma":0.0008422904,"threshold_uncertainty_score":0.033338964},"labels":[],"label_agreement":null},{"id":"W1997257016","doi":"10.1016/j.soard.2009.08.010","title":"Validation of Obesity Surgery Mortality Risk Score in patients undergoing gastric bypass in a Canadian center","year":2009,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"GDI Integrated Facility Services (Canada); McGill University","funders":"","keywords":"Medicine; Body mass index; Gastric bypass; Obesity; Mortality rate; Surgery; Demographics; Retrospective cohort study; Roux-en-Y anastomosis; Weight loss; Internal medicine; Demography","score_opus":0.014585492628636012,"score_gpt":0.23539933741712132,"score_spread":0.22081384478848531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997257016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965718,0.000116132294,0.00015733032,0.00029226326,0.000025940632,0.000099516976,0.001145409,0.000010044992,0.0015815778],"genre_scores_gemma":[0.996409,0.00016110012,0.00079391745,0.00021472036,0.00002137871,0.00007280253,0.0018209714,0.000013708993,0.000492515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980153,0.00025345694,0.00013163086,0.00024801216,0.0007953145,0.0005563719],"domain_scores_gemma":[0.99385107,0.00047705797,0.00053557404,0.00017311078,0.003998449,0.00096471526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027093634,0.0006273817,0.00064186647,0.0020335345,0.0037371486,0.0015166735,0.0021116904,0.0007002098,0.0013706106],"category_scores_gemma":[0.007856654,0.0004949716,0.00072104414,0.0029285317,0.00096289255,0.00047988625,0.0010820987,0.0010526683,0.00030269768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009784532,0.00007054877,0.9956453,0.000012191705,0.00003582709,0.000075195814,0.0004668242,0.0001272806,0.00029300383,0.000073975665,0.0010063228,0.0020956686],"study_design_scores_gemma":[0.00002233024,0.00004893391,0.99737644,0.00001824327,0.000032918593,0.000082620754,0.0008685799,0.0006315625,0.00016334325,0.000015904829,0.0007270929,0.000012004322],"about_ca_topic_score_codex":0.97045046,"about_ca_topic_score_gemma":0.98266417,"teacher_disagreement_score":0.97045046,"about_ca_system_score_codex":0.023543378,"about_ca_system_score_gemma":0.038181234,"threshold_uncertainty_score":0.17082},"labels":[],"label_agreement":null},{"id":"W2002628772","doi":"10.1016/j.soard.2014.11.003","title":"Hypoglycemia after Roux-En-Y gastric bypass: detection rates of continuous glucose monitoring (CGM) versus mixed meal test","year":2014,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Bayer Canada; Medtronic","keywords":"Medicine; Hypoglycemia; Meal; Incidence (geometry); Continuous glucose monitoring; Surgery; Gastric bypass; Internal medicine; Anesthesia; Insulin; Weight loss; Obesity; Glycemic","score_opus":0.011467543427818161,"score_gpt":0.239576323997019,"score_spread":0.22810878056920084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002628772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988342,0.0006553088,0.0001327449,0.0000353465,0.000025873545,0.000004867466,0.00005326144,0.0000046385794,0.000253844],"genre_scores_gemma":[0.9994677,0.00019521073,0.00011927611,0.000045647896,0.00001962895,0.0000047382787,0.000089018846,0.0000034141076,0.00005543877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983198,0.00061876775,0.00020373412,0.00034129553,0.0003051221,0.0002112286],"domain_scores_gemma":[0.9941797,0.0034051072,0.0015112847,0.00019428499,0.00030244936,0.00040709434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026846817,0.00041546646,0.0007119804,0.0005254611,0.00017909592,0.0010130284,0.0003407706,0.00079316314,0.00044443397],"category_scores_gemma":[0.0097867595,0.0002545699,0.0009774328,0.00056921627,0.00026107256,0.0010435963,0.00049106445,0.00065739674,0.000113296366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026147828,0.0003071558,0.9550538,0.0000829833,0.00033625646,0.00015463482,0.00026568057,0.00025882138,0.0007963169,0.000058355596,0.00016225787,0.016375966],"study_design_scores_gemma":[0.00019613962,0.0039949585,0.9906166,0.00004419626,0.0004139337,0.00041631798,0.00046506742,0.0027805283,0.00080215913,0.00007866619,0.00016349832,0.00002780451],"about_ca_topic_score_codex":0.0014837189,"about_ca_topic_score_gemma":0.0013816002,"teacher_disagreement_score":0.0026846817,"about_ca_system_score_codex":0.0004319155,"about_ca_system_score_gemma":0.0003521387,"threshold_uncertainty_score":0.014198124},"labels":[],"label_agreement":null},{"id":"W2011514535","doi":"10.1016/j.soard.2009.03.047","title":"PL-219: Is Biliopancreatic Diversion with Duodenal Switch indicated in non super-obese patients?","year":2009,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Biliopancreatic Diversion; Duodenal switch; Medicine; Malnutrition; Surgery; Morbid obesity; Obesity; Internal medicine; Weight loss","score_opus":0.005211763569722895,"score_gpt":0.21366998981840724,"score_spread":0.20845822624868435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011514535","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92381287,0.01782975,0.0011762626,0.02430555,0.0022783645,0.000097882184,0.000779612,0.00011426792,0.029605314],"genre_scores_gemma":[0.97636783,0.0100443745,0.0015138547,0.005128983,0.0036440017,0.00004318839,0.0012021897,0.000023489474,0.0020320704],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998148,0.000027591645,0.000031852847,0.000034765533,0.000029654464,0.00006134986],"domain_scores_gemma":[0.9993548,0.00015641058,0.00013941964,0.00002173513,0.000029658464,0.00029802544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003953567,0.00047978087,0.0009928826,0.0006422031,0.0006032044,0.00095017574,0.00043933588,0.00182801,0.005115185],"category_scores_gemma":[0.0014870443,0.00019551524,0.0008280354,0.000808733,0.00066686724,0.0012068207,0.0003070611,0.0017892264,0.001000138],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.031512752,0.001335526,0.5895839,0.0010933076,0.00077511114,0.05472474,0.0001952516,0.0013023447,0.011833502,0.0021482205,0.018999975,0.2864954],"study_design_scores_gemma":[0.0036898085,0.012349497,0.7684372,0.0017805707,0.0012148594,0.14639133,0.002015768,0.003447611,0.0077909096,0.0067645363,0.045940932,0.0001769644],"about_ca_topic_score_codex":0.0005573122,"about_ca_topic_score_gemma":0.0017910004,"teacher_disagreement_score":0.005115185,"about_ca_system_score_codex":0.00038863384,"about_ca_system_score_gemma":0.00080742704,"threshold_uncertainty_score":0.017111957},"labels":[],"label_agreement":null},{"id":"W2016809251","doi":"10.1016/j.soard.2013.09.017","title":"Effects of Roux-en-Y gastric bypass and ileal transposition surgeries on glucose and lipid metabolism in skeletal muscle and liver","year":2013,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Heart and Stroke Foundation of Canada","keywords":"Internal medicine; Endocrinology; Skeletal muscle; Phosphofructokinase; AMP-activated protein kinase; Pyruvate kinase; Citrate synthase; Glucose uptake; AMPK; Carbohydrate metabolism; Insulin; Glycolysis; Medicine; Biology; Protein kinase A; Biochemistry; Metabolism; Kinase; Enzyme","score_opus":0.0043882610711051765,"score_gpt":0.196219234125116,"score_spread":0.1918309730540108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016809251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99911886,0.000508,0.00001189523,0.0000558666,0.000021552198,0.0000038962417,0.00003310984,0.000001379265,0.00024530067],"genre_scores_gemma":[0.9985832,0.00046146498,0.000053915355,0.000066493136,0.000034923294,0.000012537722,0.00010416499,0.0000015486116,0.00068180426],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9997942,0.000054542146,0.000013340556,0.000028917844,0.000016344302,0.00009269857],"domain_scores_gemma":[0.9994862,0.00016568939,0.00009760127,0.00002496569,0.000028160626,0.00019744845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044663838,0.0003813899,0.00057357317,0.0002115791,0.00024599818,0.00036045752,0.00018210457,0.00043788776,0.002091369],"category_scores_gemma":[0.0007655643,0.00020920539,0.0010111,0.00022757154,0.0004396061,0.0005891599,0.00040523196,0.0009657135,0.00013766263],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6297374,0.018489663,0.21736325,0.0005569238,0.0023781895,0.0011944474,0.00061840104,0.0013752871,0.03723735,0.00044449608,0.0006823505,0.089922324],"study_design_scores_gemma":[0.0037444558,0.0666226,0.92262244,0.00003963308,0.000921938,0.00021695514,0.0009823721,0.00072210806,0.003267912,0.00020692036,0.00061380846,0.000038823084],"about_ca_topic_score_codex":0.0027922157,"about_ca_topic_score_gemma":0.005869839,"teacher_disagreement_score":0.0027922157,"about_ca_system_score_codex":0.00034334452,"about_ca_system_score_gemma":0.0005777282,"threshold_uncertainty_score":0.0069963336},"labels":[],"label_agreement":null},{"id":"W2018268628","doi":"10.1016/j.soard.2009.03.169","title":"V-06: Trans-oral endoscopic restrictive implant system for the treatment of morbid obesity","year":2009,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Morbid obesity; Surgery; Implant; Obesity; Endoscopic treatment; Endoscopy; Weight loss; Internal medicine","score_opus":0.019708859562432113,"score_gpt":0.25868911456716653,"score_spread":0.2389802550047344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018268628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95883447,0.007823371,0.0087715965,0.0012805689,0.0010731918,0.000277603,0.0014360229,0.0008904717,0.019612778],"genre_scores_gemma":[0.96775913,0.002545609,0.013490881,0.0012301317,0.00055231,0.0001444536,0.0011867683,0.0001391087,0.01295167],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99970573,0.000033957487,0.00003105704,0.000057051424,0.00009063685,0.00008139439],"domain_scores_gemma":[0.9997242,0.00007022308,0.00004076455,0.00003541118,0.000027574913,0.00010189238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054595165,0.000530186,0.0008286451,0.00071444904,0.00047260118,0.0006668373,0.0009759886,0.00095390383,0.009214344],"category_scores_gemma":[0.0007724462,0.00020922812,0.0012743111,0.00038499502,0.00035894822,0.0005777023,0.00073497515,0.0012844066,0.0018401142],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021867203,0.0067023835,0.030420989,0.0010229158,0.0005994625,0.006120264,0.00030656235,0.0015457401,0.13497029,0.0015935793,0.011965583,0.7828849],"study_design_scores_gemma":[0.021886801,0.16176079,0.43115824,0.00061178533,0.0022015052,0.15717141,0.0009276912,0.012848507,0.10982812,0.0017162819,0.09922783,0.00066102785],"about_ca_topic_score_codex":0.0010000094,"about_ca_topic_score_gemma":0.0019670236,"teacher_disagreement_score":0.009214344,"about_ca_system_score_codex":0.00021744156,"about_ca_system_score_gemma":0.00061734096,"threshold_uncertainty_score":0.030825019},"labels":[],"label_agreement":null},{"id":"W2018966491","doi":"10.1016/j.soard.2011.08.015","title":"Pitfalls of bariatric tourism: a complication of gastric plication","year":2011,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obesity; Body mass index; Incidence (geometry); Quarter (Canadian coin); Public health; Index (typography); Surgery; Environmental health; Geography; Internal medicine; Nursing","score_opus":0.023844606892985305,"score_gpt":0.2376623823018919,"score_spread":0.2138177754089066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018966491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8051496,0.01963831,0.0035316658,0.12526755,0.0026025628,0.00009609928,0.0002453017,0.0002110716,0.04325795],"genre_scores_gemma":[0.9863928,0.0036523917,0.0012432717,0.005306169,0.0023496521,0.000010098395,0.00006288828,0.000020896543,0.0009618265],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99894994,0.00027965548,0.00014863939,0.00006218896,0.00034291137,0.00021667572],"domain_scores_gemma":[0.9940632,0.0019820593,0.0019832195,0.00028260754,0.00060687645,0.001082062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010736382,0.00058000657,0.0004417051,0.0018502834,0.0025420322,0.001718055,0.0007837445,0.004909087,0.0033424972],"category_scores_gemma":[0.013655756,0.000363263,0.0006684446,0.0013595555,0.0015138686,0.0023301556,0.001319663,0.004566229,0.0005957173],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026614367,0.00017802014,0.20232067,0.00021014201,0.00007951575,0.7407218,0.0013850769,0.00035316526,0.00080373907,0.0035499157,0.00918025,0.040951524],"study_design_scores_gemma":[0.000029945373,0.00018408449,0.046324212,0.00034515714,0.00007187229,0.93733436,0.0042701247,0.0012050826,0.0005299452,0.002972702,0.0066847317,0.000047852704],"about_ca_topic_score_codex":0.0025929334,"about_ca_topic_score_gemma":0.006387561,"teacher_disagreement_score":0.004909087,"about_ca_system_score_codex":0.0013377252,"about_ca_system_score_gemma":0.0016958549,"threshold_uncertainty_score":0.011181831},"labels":[],"label_agreement":null},{"id":"W2020729183","doi":"10.1016/j.soard.2008.03.244","title":"Duodenal switch improved standard biliopancreatic diversion: a retrospective study","year":2008,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Biliopancreatic Diversion; Duodenal switch; Medicine; Weight loss; Vomiting; Blood loss; Retrospective cohort study; Surgery; Hemoglobin; Sleeve gastrectomy; Gastroenterology; Internal medicine; Gastric bypass; Obesity","score_opus":0.013380296568210596,"score_gpt":0.23698193074785948,"score_spread":0.22360163417964887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020729183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99921644,0.00031758298,0.000049541126,0.0000143955,0.000006279046,0.0000094319985,0.0000831869,0.0000012233304,0.0003019496],"genre_scores_gemma":[0.99939513,0.00021875724,0.000049805534,0.000039683902,0.000017886237,0.000006679113,0.00018029142,0.0000024040448,0.00008929662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920505,0.0001868677,0.00014266778,0.00020196121,0.00010588043,0.0001575357],"domain_scores_gemma":[0.99773633,0.0006462427,0.00085071725,0.00026907268,0.00017548562,0.00032214812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080975087,0.00043338665,0.0009487208,0.00081687,0.0007683445,0.0011604859,0.0003852834,0.00092436885,0.002889026],"category_scores_gemma":[0.0021967492,0.0004884914,0.001151636,0.0015022376,0.00082955003,0.0007968708,0.0004720283,0.0007862258,0.00036973148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024181358,0.00037741882,0.99258375,0.0000427271,0.0003303189,0.0016701056,0.00015547697,0.00004212582,0.00038755182,0.000049791044,0.00007304767,0.0018696387],"study_design_scores_gemma":[0.00027221825,0.0037286982,0.9863711,0.00003646466,0.0006245329,0.006706858,0.0010679614,0.00023874173,0.000317076,0.00009822275,0.00050756184,0.000030592266],"about_ca_topic_score_codex":0.0015746887,"about_ca_topic_score_gemma":0.0017697344,"teacher_disagreement_score":0.002889026,"about_ca_system_score_codex":0.0005419662,"about_ca_system_score_gemma":0.0005663314,"threshold_uncertainty_score":0.009664774},"labels":[],"label_agreement":null},{"id":"W2022230472","doi":"10.1016/j.soard.2010.09.011","title":"Effect of sleeve gastrectomy on gastroesophageal reflux disease: a systematic review","year":2010,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":317,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"GERD; Medicine; Sleeve gastrectomy; Reflux; Internal medicine; Gastroenterology; Disease; Obesity; Weight loss; Surgery; Gastric bypass","score_opus":0.013639478273522687,"score_gpt":0.3045701138153652,"score_spread":0.2909306355418425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022230472","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00415088,0.99503833,0.00009489407,0.00010219761,0.00010677318,0.000099259,0.00022267793,0.000006669767,0.0001783215],"genre_scores_gemma":[0.061018854,0.937593,0.00047166896,0.00037492946,0.00010528608,0.00011349982,0.00017103787,0.000005790983,0.00014602629],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99776137,0.0007908473,0.0006768754,0.00028856916,0.00036338338,0.00011895308],"domain_scores_gemma":[0.99191767,0.0055474946,0.0016955198,0.0001171161,0.00053062965,0.00019150806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036038703,0.0013119746,0.00972605,0.002640535,0.0003777265,0.0013812641,0.001476224,0.0016414969,0.0042639524],"category_scores_gemma":[0.013688642,0.0010783123,0.01020247,0.0039239586,0.00069966255,0.0013089036,0.0011484841,0.0015117439,0.00024012191],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003256209,0.000064222164,0.003314928,0.8481403,0.11099496,0.00021243915,0.00014434672,0.00022854775,0.00027726873,0.000111560366,0.0013420339,0.031913154],"study_design_scores_gemma":[0.0043958793,0.0011417026,0.01613366,0.15495355,0.81362695,0.0004548503,0.00027940897,0.00016049131,0.00025461908,0.00024605275,0.008289165,0.000063639956],"about_ca_topic_score_codex":0.009054686,"about_ca_topic_score_gemma":0.031252444,"teacher_disagreement_score":0.00972605,"about_ca_system_score_codex":0.0017101452,"about_ca_system_score_gemma":0.0032057622,"threshold_uncertainty_score":0.01905936},"labels":[],"label_agreement":null},{"id":"W2037934731","doi":"10.1016/j.soard.2011.08.011","title":"Effect of preoperative weight loss in bariatric surgical patients: a systematic review","year":2011,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Calgary","funders":"","keywords":"Medicine; Weight loss; Perioperative; Cochrane Library; Surgery; MEDLINE; Systematic review; Randomized controlled trial; Population; General surgery; Obesity; Internal medicine","score_opus":0.013317912928036297,"score_gpt":0.27851564394133294,"score_spread":0.26519773101329663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037934731","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035651587,0.99565214,0.000083329105,0.00012914391,0.00010908818,0.00008754128,0.00024055321,0.0000057544694,0.0001272436],"genre_scores_gemma":[0.073852785,0.9245051,0.0005375594,0.0005110438,0.00011379328,0.00016492812,0.00019650845,0.0000052736546,0.000113039394],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9967271,0.001068782,0.001168631,0.00037582053,0.0005245216,0.00013520921],"domain_scores_gemma":[0.98725545,0.009236719,0.002512518,0.00017247998,0.0005935831,0.00022909277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036195612,0.0011628629,0.008647194,0.0027858776,0.0003641175,0.0014255327,0.0013171486,0.0016236261,0.0035899233],"category_scores_gemma":[0.020114798,0.0010920864,0.010450722,0.0038307144,0.0005854099,0.0013190919,0.0011721385,0.0016467575,0.00018795632],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022864568,0.00007647916,0.0060120625,0.8474003,0.10900269,0.00017887136,0.0001430766,0.00017099027,0.00019979618,0.00010736094,0.001307298,0.033114526],"study_design_scores_gemma":[0.0035438857,0.0009411651,0.026972014,0.20926143,0.7495809,0.00050819083,0.00031095863,0.00017094066,0.00024493033,0.00028231074,0.008104793,0.00007846322],"about_ca_topic_score_codex":0.008669205,"about_ca_topic_score_gemma":0.03028739,"teacher_disagreement_score":0.008669205,"about_ca_system_score_codex":0.0018783002,"about_ca_system_score_gemma":0.0037903464,"threshold_uncertainty_score":0.01914233},"labels":[],"label_agreement":null},{"id":"W2048256414","doi":"10.1016/j.soard.2014.02.015","title":"Short-term morbidity associated with removal and revision of the laparoscopic adjustable gastric band","year":2014,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Surgery; Confidence interval; Odds ratio; Complication; Laparoscopic adjustable gastric banding; Current Procedural Terminology; Laparoscopy; Weight loss; Gastric bypass; Internal medicine; Obesity","score_opus":0.0142832252089763,"score_gpt":0.2336640981474189,"score_spread":0.2193808729384426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048256414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978277,0.0010467973,0.00008739845,0.00011351976,0.000039682887,0.0000064996007,0.00023615299,0.000003836747,0.00063832034],"genre_scores_gemma":[0.9989581,0.00033495142,0.000057053574,0.000034819754,0.00009327869,0.000005136026,0.00036915546,0.000002007005,0.00014553296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990607,0.00018633605,0.00019179044,0.0000754375,0.00022758242,0.00025818907],"domain_scores_gemma":[0.98921835,0.0030625062,0.004421845,0.0005701141,0.0007335785,0.0019936033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077768386,0.00032854103,0.0004695668,0.0011452793,0.00053371064,0.00085197913,0.00051575876,0.0006942529,0.002511774],"category_scores_gemma":[0.008182935,0.00023630542,0.0018873843,0.00087220717,0.00053532777,0.0006460105,0.00092625205,0.0014901466,0.00023578147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011552514,0.00014013941,0.9925687,0.000055378314,0.0003331032,0.00083922985,0.00005348192,0.00012113698,0.00026015576,0.00004055534,0.00013802308,0.004294933],"study_design_scores_gemma":[0.000012382024,0.0004808322,0.9969721,0.000014684594,0.00011693548,0.0018185623,0.00022374671,0.00014646784,0.00006355363,0.000044695775,0.00009439338,0.0000116382935],"about_ca_topic_score_codex":0.0019619202,"about_ca_topic_score_gemma":0.0038160726,"teacher_disagreement_score":0.002511774,"about_ca_system_score_codex":0.0007733808,"about_ca_system_score_gemma":0.00058686105,"threshold_uncertainty_score":0.008402705},"labels":[],"label_agreement":null},{"id":"W2049238433","doi":"10.1016/j.soard.2009.09.007","title":"Slow-progression, autoimmune, type 1 diabetes in adults: a cause of failure of resolution of diabetes after bariatric surgery","year":2009,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Obesity Network","funders":"","keywords":"Medicine; Autoimmune diabetes; Diabetes mellitus; Surgery; Type 2 diabetes; Type 1 diabetes; Autoimmune disease; Internal medicine; Disease; Endocrinology","score_opus":0.003589119270715485,"score_gpt":0.2033552650091463,"score_spread":0.19976614573843082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049238433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951192,0.0027981398,0.00026424078,0.00037347386,0.000039295068,0.000010682072,0.00014012177,0.000019142888,0.0012357351],"genre_scores_gemma":[0.9987941,0.00060268794,0.000119169126,0.000092175505,0.000106648054,0.0000034678192,0.00010899851,0.0000034691059,0.00016936655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99979573,0.00003205914,0.000042675518,0.000036852467,0.000050449235,0.000042271313],"domain_scores_gemma":[0.9988801,0.00021302834,0.0005710614,0.00007223455,0.00008961914,0.00017389053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035497267,0.0004309907,0.00060204964,0.0006150883,0.0004713581,0.0005028289,0.00032561025,0.0006799385,0.0019477237],"category_scores_gemma":[0.0024150526,0.00024166213,0.00027207262,0.000841839,0.00026447402,0.0005305209,0.00027830387,0.0008542223,0.0002947081],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021085839,0.00006493833,0.98662937,0.000038395297,0.00003052025,0.0058523146,0.00007490047,0.000015188074,0.00063579576,0.00006529871,0.00027637652,0.006106015],"study_design_scores_gemma":[0.000023526103,0.00018586921,0.942502,0.000026501153,0.00007913685,0.05586162,0.00020006228,0.0002486778,0.0002378199,0.0001196161,0.0005076734,0.0000076118185],"about_ca_topic_score_codex":0.0010358257,"about_ca_topic_score_gemma":0.0008396939,"teacher_disagreement_score":0.0019477237,"about_ca_system_score_codex":0.00013481024,"about_ca_system_score_gemma":0.00028643486,"threshold_uncertainty_score":0.006515801},"labels":[],"label_agreement":null},{"id":"W2051976647","doi":"10.1016/j.soard.2009.06.001","title":"The Second International Consensus Summit for Sleeve Gastrectomy, March 19–21, 2009","year":2009,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":385,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Obesity Network","funders":"","keywords":"Medicine; Surgery; Sleeve gastrectomy; Weight loss; Dissection (medical); Summit; Duodenal switch; General surgery; Gastric bypass; Obesity; Cartography; Internal medicine","score_opus":0.014433452594119938,"score_gpt":0.26165825429474854,"score_spread":0.2472248017006286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051976647","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008201889,0.060956698,0.0065164645,0.65017724,0.236463,0.0022423412,0.00833579,0.00018430813,0.02692234],"genre_scores_gemma":[0.16948721,0.10340146,0.05476488,0.33962396,0.11097705,0.010312188,0.0498643,0.0008301023,0.16073886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896485,0.0018397209,0.0017464983,0.00062872254,0.0047674784,0.0013690289],"domain_scores_gemma":[0.9766734,0.002788652,0.0016258294,0.00058254314,0.014741512,0.0035881177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032323714,0.0016624652,0.0018363817,0.0031234317,0.0026341132,0.0033449568,0.0038078898,0.013205084,0.0053233355],"category_scores_gemma":[0.03666759,0.00080004695,0.0024989091,0.0022160544,0.0014003576,0.001729133,0.0065495544,0.010591295,0.0029526565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031682968,0.00009341623,0.0027722619,0.0015149647,0.00014062625,0.00023071926,0.00030889292,0.00033193285,0.00074863347,0.00093071704,0.94426507,0.048345935],"study_design_scores_gemma":[0.0004698294,0.00014769126,0.020490466,0.0064445096,0.00045700048,0.0002548177,0.0015833826,0.0005191558,0.0013995982,0.0024329014,0.9656898,0.00011094029],"about_ca_topic_score_codex":0.024691207,"about_ca_topic_score_gemma":0.070945725,"teacher_disagreement_score":0.032323714,"about_ca_system_score_codex":0.0076443404,"about_ca_system_score_gemma":0.026791781,"threshold_uncertainty_score":0.17094618},"labels":[],"label_agreement":null},{"id":"W2059014774","doi":"10.1016/j.soard.2015.03.009","title":"Effect of sleeve gastrectomy on type 2 diabetes as an alternative to Roux-en-Y gastric bypass: a better long-term strategy","year":2015,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Roux-en-Y anastomosis; Sleeve gastrectomy; Type 2 diabetes; Gastrectomy; Gastric bypass; Surgery; Gastric bypass surgery; Diabetes mellitus; Weight loss; Insulin resistance; Gastroenterology; Internal medicine; Obesity; Endocrinology; Cancer","score_opus":0.014290699788707706,"score_gpt":0.2764413669971485,"score_spread":0.26215066720844077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059014774","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06545592,0.04912607,0.00038538637,0.83984375,0.032396816,0.000029965599,0.00024435797,0.000036726244,0.012481007],"genre_scores_gemma":[0.27897096,0.026980076,0.00094602123,0.5279224,0.15637681,0.000058568847,0.0003769783,0.000023588853,0.008344592],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995309,0.00014011996,0.00008310634,0.000064662076,0.00008334421,0.00009795906],"domain_scores_gemma":[0.9985348,0.0007438706,0.0001289103,0.000043193788,0.00014422405,0.00040499895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083998835,0.0002446248,0.00093113055,0.00028427012,0.0006244188,0.00080031465,0.00060897577,0.0058456776,0.0041737487],"category_scores_gemma":[0.004244315,0.000095083116,0.001091985,0.00035217765,0.0005744696,0.0011473752,0.0003370696,0.006197023,0.0007706978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022986146,0.002691527,0.04661228,0.0016117597,0.00095560745,0.06852875,0.00031238695,0.001324929,0.0033358366,0.010758374,0.43433103,0.40655142],"study_design_scores_gemma":[0.022393174,0.013400169,0.17273882,0.0047181062,0.0037834405,0.12617277,0.0023448102,0.0049629235,0.0034844317,0.043047387,0.6024562,0.0004977421],"about_ca_topic_score_codex":0.0009907816,"about_ca_topic_score_gemma":0.0028139413,"teacher_disagreement_score":0.0058456776,"about_ca_system_score_codex":0.0010904123,"about_ca_system_score_gemma":0.0009277452,"threshold_uncertainty_score":0.013962626},"labels":[],"label_agreement":null},{"id":"W2080842206","doi":"10.1016/j.soard.2008.09.003","title":"Internal hernia after gastric bypass surgery during middle trimester pregnancy resulting in fetal loss: risk of internal hernia never ends","year":2008,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Internal hernia; Pregnancy; Surgery; Gastric bypass; Weight loss; Biliopancreatic Diversion; Obstetrics; Hernia; General surgery; Obesity; Internal medicine","score_opus":0.01471278599290252,"score_gpt":0.22126357245957334,"score_spread":0.20655078646667083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080842206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977914,0.0003121485,0.000121802725,0.0002917669,0.00001895671,0.0000046386044,0.00006108689,0.0000048323363,0.0013933246],"genre_scores_gemma":[0.9993625,0.0002697712,0.000084853935,0.000039130628,0.000051988085,0.0000019695385,0.00006667482,0.0000021425717,0.00012103453],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.9994467,0.00015508366,0.000042951728,0.00006704516,0.00007677981,0.000211415],"domain_scores_gemma":[0.99354905,0.0029250355,0.0015801754,0.00053913606,0.00015662023,0.0012499836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000637797,0.00029134285,0.00040305214,0.0010057224,0.00080439163,0.0007782184,0.00044009625,0.001463917,0.0032398165],"category_scores_gemma":[0.0106781265,0.0003871968,0.0005976523,0.00071490946,0.0006637128,0.0008587578,0.00064883684,0.0015405179,0.00028269307],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003811105,0.000069093105,0.99213904,0.000008245409,0.000035489673,0.004018203,0.000087284076,0.000035076744,0.00015753954,0.00011233671,0.00008643806,0.0028701758],"study_design_scores_gemma":[0.000030031608,0.0007191499,0.93711287,0.000056868415,0.00014979203,0.05826952,0.0015807988,0.0006507594,0.00038265897,0.0007031402,0.0003125321,0.00003181452],"about_ca_topic_score_codex":0.0015887385,"about_ca_topic_score_gemma":0.0015661214,"teacher_disagreement_score":0.0032398165,"about_ca_system_score_codex":0.00023037753,"about_ca_system_score_gemma":0.00044958194,"threshold_uncertainty_score":0.01083827},"labels":[],"label_agreement":null},{"id":"W2085795932","doi":"10.1016/j.soard.2007.09.011","title":"Intussusception after laparoscopic Roux-en-Y gastric bypass","year":2007,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Gastric bypass; Roux-en-Y anastomosis; Surgery; Morbid obesity; General surgery; Weight loss; Obesity; Internal medicine","score_opus":0.026275336225469237,"score_gpt":0.3108375339153678,"score_spread":0.28456219768989854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085795932","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008016273,0.99801683,0.00009691539,0.00014402859,0.00019296292,0.000004616987,0.000013401589,0.0000052140394,0.0007244368],"genre_scores_gemma":[0.0032466229,0.99548113,0.00015503992,0.00019444119,0.0003143323,0.000006425515,0.00003970481,0.0000013175257,0.00056091853],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998741,0.000020658294,0.00003130186,0.000021688598,0.000038459486,0.000013710891],"domain_scores_gemma":[0.99971026,0.00012787755,0.0000935697,0.000005354745,0.00003822084,0.00002472168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002833277,0.00070075854,0.0017946478,0.0018481885,0.00020585308,0.0005761978,0.0005431722,0.00089451857,0.0020184126],"category_scores_gemma":[0.0006427103,0.00018463575,0.00061409373,0.0011701615,0.00040959028,0.0008711378,0.00044807483,0.0007755506,0.0008320271],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002981763,0.000095414,0.0011265061,0.026700277,0.0002965426,0.0030060352,0.000052825853,0.0001762278,0.0018953601,0.00045621084,0.013626916,0.95226943],"study_design_scores_gemma":[0.00058653567,0.0014626305,0.026350396,0.028358093,0.003226165,0.07008317,0.00053984544,0.00047073854,0.0031861486,0.0015248163,0.86408323,0.0001282512],"about_ca_topic_score_codex":0.0008825845,"about_ca_topic_score_gemma":0.0022170404,"teacher_disagreement_score":0.0020184126,"about_ca_system_score_codex":0.00028255244,"about_ca_system_score_gemma":0.0007739895,"threshold_uncertainty_score":0.006752312},"labels":[],"label_agreement":null},{"id":"W2089581287","doi":"10.1016/j.soard.2010.02.042","title":"Computed tomography-guided percutaneous gastrostomy for management of gastric remnant leak after Roux-en-Y gastric bypass","year":2010,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Gastric bypass; Roux-en-Y anastomosis; Gastrostomy; Leak; Surgery; Percutaneous; Jejunostomy; Computed tomography; Radiology; Weight loss; Parenteral nutrition; Internal medicine; Obesity","score_opus":0.008496091229082625,"score_gpt":0.2321377644574648,"score_spread":0.2236416732283822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089581287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817184,0.006412755,0.0019055813,0.0032891976,0.00048419886,0.00019679683,0.00015852795,0.00012877249,0.0057059135],"genre_scores_gemma":[0.9949641,0.0018019038,0.0010525392,0.0007613681,0.0007178269,0.00004435362,0.000148807,0.000018260813,0.00049075455],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99973816,0.000039690294,0.000046936653,0.00003326098,0.00005402772,0.00008795572],"domain_scores_gemma":[0.9993673,0.00016398913,0.00013563954,0.00002986763,0.000046834033,0.00025639948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031939233,0.00095622515,0.001097054,0.0015014904,0.0012266081,0.0007673955,0.0007561507,0.0018469573,0.0013661991],"category_scores_gemma":[0.002463654,0.0003353989,0.00096899,0.0008526004,0.0007839294,0.0011518372,0.00047456604,0.0019630017,0.0002985348],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010822428,0.0018937726,0.2455954,0.00058835105,0.0004604122,0.66503876,0.00042322587,0.0013750455,0.010659221,0.00063289265,0.004067068,0.058443394],"study_design_scores_gemma":[0.0020400833,0.009168673,0.2399881,0.00040639067,0.0007747075,0.7228711,0.0009035496,0.006999998,0.011636479,0.0009420789,0.0041460684,0.00012274494],"about_ca_topic_score_codex":0.0012694799,"about_ca_topic_score_gemma":0.0030961346,"teacher_disagreement_score":0.0018469573,"about_ca_system_score_codex":0.00090438174,"about_ca_system_score_gemma":0.0014207832,"threshold_uncertainty_score":0.006561756},"labels":[],"label_agreement":null},{"id":"W2097335644","doi":"10.1016/j.soard.2014.08.013","title":"Safety of next-day discharge following laparoscopic sleeve gastrectomy","year":2014,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Adverse effect; Perioperative; Sleeve gastrectomy; Surgery; Odds ratio; Retrospective cohort study; Logistic regression; Clinical endpoint; Laparoscopy; Obesity; Internal medicine; Weight loss; Randomized controlled trial; Gastric bypass","score_opus":0.009357064861577578,"score_gpt":0.23453965829084641,"score_spread":0.22518259342926883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097335644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99468106,0.0009406054,0.00048712746,0.00051715865,0.00014728185,0.000029841707,0.00026208448,0.000019881629,0.002915087],"genre_scores_gemma":[0.9979784,0.00036612153,0.00030389352,0.0002581936,0.0000741266,0.000018999124,0.0004364905,0.0000068430777,0.000557055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888414,0.00035274876,0.00014939769,0.00010176666,0.00030307454,0.0002088971],"domain_scores_gemma":[0.9896311,0.00325657,0.0033855804,0.0005156587,0.0014014725,0.0018095757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011275192,0.00020030221,0.00062604976,0.0004315309,0.000817611,0.0012123828,0.00041064023,0.00078350486,0.002534071],"category_scores_gemma":[0.012744912,0.0001073074,0.00080484746,0.00040290577,0.0003335092,0.00050997327,0.0008644681,0.0017006391,0.0005223742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071925353,0.0006030299,0.9297782,0.0003878134,0.00031476055,0.0017963179,0.0009759149,0.0005869662,0.0010624476,0.00054210593,0.0020597843,0.05469995],"study_design_scores_gemma":[0.00006734162,0.002763226,0.9891644,0.00028136882,0.00010076584,0.0013823905,0.0019189691,0.0012836225,0.0006297313,0.00083503406,0.0015306734,0.000042397445],"about_ca_topic_score_codex":0.0019116084,"about_ca_topic_score_gemma":0.0033427242,"teacher_disagreement_score":0.002534071,"about_ca_system_score_codex":0.00076640456,"about_ca_system_score_gemma":0.0011260927,"threshold_uncertainty_score":0.008477271},"labels":[],"label_agreement":null},{"id":"W2099973484","doi":"10.1016/j.soard.2009.04.014","title":"Is it time to abandon excess weight loss in reporting surgical weight loss?","year":2009,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Weight loss; Medicine; Scopus; Excess weight; Weight Loss Surgery; Obesity; Surgery; Obesity Surgery; MEDLINE; General surgery; Gastric bypass; Internal medicine","score_opus":0.03592907833125359,"score_gpt":0.3226783578917506,"score_spread":0.286749279560497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099973484","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000894235,0.98239636,0.0006949931,0.01281348,0.0021956658,0.000029785071,0.00009252446,0.000012036333,0.0008709809],"genre_scores_gemma":[0.02027903,0.9614379,0.0039511323,0.010976534,0.0026690103,0.00009945619,0.00020824249,0.000010469278,0.00036830112],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9830998,0.0069960165,0.005099505,0.0009256741,0.0034777161,0.00040123585],"domain_scores_gemma":[0.92828345,0.04605307,0.012487558,0.0013158489,0.011100766,0.00075933535],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.034247883,0.00084815675,0.004669154,0.0033579282,0.0006595841,0.002611023,0.0024331652,0.00282297,0.0020123397],"category_scores_gemma":[0.11414076,0.00090180885,0.0018947645,0.0050579873,0.0017053442,0.005321394,0.0015962283,0.0036320554,0.0007007876],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029004904,0.00004719849,0.015011699,0.051979963,0.0014703092,0.00017747836,0.00046446078,0.00016720046,0.000171472,0.0015742872,0.03137873,0.89726716],"study_design_scores_gemma":[0.0009239037,0.0005164345,0.0793392,0.38837042,0.012627049,0.0072036567,0.004893586,0.0013162426,0.00070030027,0.011209192,0.49255866,0.0003413912],"about_ca_topic_score_codex":0.010290865,"about_ca_topic_score_gemma":0.023670014,"teacher_disagreement_score":0.9657521,"about_ca_system_score_codex":0.0015579966,"about_ca_system_score_gemma":0.006663718,"threshold_uncertainty_score":0.1811223},"labels":[],"label_agreement":null},{"id":"W2101308184","doi":"10.1016/j.soard.2012.12.005","title":"Successful orthotopic liver transplantation after biliopancreatic diversion with duodenal switch","year":2013,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital Saint-Luc","funders":"","keywords":"Nonalcoholic fatty liver disease; Medicine; Cirrhosis; Internal medicine; Liver transplantation; Hepatology; Gastroenterology; Steatosis; Fatty liver; Transplantation; Disease","score_opus":0.005441480081057413,"score_gpt":0.19537529175181967,"score_spread":0.18993381167076226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101308184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729998,0.0016028129,0.009747439,0.0023791776,0.001717258,0.0002253674,0.0006104252,0.0005760625,0.010141606],"genre_scores_gemma":[0.9907748,0.000580343,0.0026928578,0.0012342671,0.000884326,0.000076797915,0.0008627332,0.00009275195,0.0028011643],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99941707,0.00005678258,0.00007165776,0.000097501674,0.00007786889,0.00027919185],"domain_scores_gemma":[0.9990934,0.00014640593,0.000097615775,0.00019295824,0.000031750766,0.0004378091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005112862,0.001854922,0.0015602376,0.0020766528,0.0021458697,0.0016774508,0.0009927318,0.0022793964,0.001810916],"category_scores_gemma":[0.0009731158,0.00042065862,0.00288604,0.0011429497,0.0013103205,0.0013332558,0.0014932537,0.0032999339,0.0008078453],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053912736,0.0019542116,0.04096635,0.00031082533,0.0005720516,0.86561257,0.0007554871,0.002586691,0.0296844,0.0022059362,0.0023117485,0.047648378],"study_design_scores_gemma":[0.0011564473,0.0047427923,0.104819745,0.00009429798,0.0002899797,0.85594094,0.0004294134,0.0045244535,0.017706828,0.0024955557,0.007633531,0.00016605904],"about_ca_topic_score_codex":0.0006359475,"about_ca_topic_score_gemma":0.0016988396,"teacher_disagreement_score":0.0022793964,"about_ca_system_score_codex":0.0012451599,"about_ca_system_score_gemma":0.0009223317,"threshold_uncertainty_score":0.009034276},"labels":[],"label_agreement":null},{"id":"W2102165725","doi":"10.1016/j.soard.2006.08.006","title":"Impact of bariatric surgery on cardiovascular and musculoskeletal morbidity","year":2006,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Surgery","score_opus":0.011929678671633265,"score_gpt":0.24850039643480618,"score_spread":0.2365707177631729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102165725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879431,0.0035557046,0.000061279396,0.0016871226,0.000090954825,0.000009385068,0.00071277923,0.0000068035174,0.005932917],"genre_scores_gemma":[0.9980293,0.0009674498,0.000057612677,0.00015754027,0.00012882758,0.0000031003344,0.0003145667,0.0000022485547,0.00033932258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990075,0.00033974685,0.000080200254,0.00006330075,0.00016662996,0.00034267778],"domain_scores_gemma":[0.9964006,0.00094933267,0.0010305488,0.00013630406,0.00032411396,0.001159122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078880164,0.00029676408,0.0005009849,0.0007000007,0.0006115332,0.0008658849,0.00037046624,0.00097574736,0.005176642],"category_scores_gemma":[0.004518417,0.00026408045,0.001957411,0.00088103215,0.00039382742,0.00051868154,0.0009378662,0.0014015511,0.00027266992],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097482157,0.0002799871,0.9856098,0.00006581655,0.00057644316,0.0004928744,0.00004019987,0.0002485031,0.00027902512,0.00012779271,0.00042413126,0.010880492],"study_design_scores_gemma":[0.000014162288,0.00015331327,0.99906737,0.000009248424,0.000150664,0.00017593705,0.000084336185,0.000098454744,0.000027666629,0.00005034589,0.00016324861,0.000005334955],"about_ca_topic_score_codex":0.011207987,"about_ca_topic_score_gemma":0.028870473,"teacher_disagreement_score":0.011207987,"about_ca_system_score_codex":0.0006439709,"about_ca_system_score_gemma":0.0012194581,"threshold_uncertainty_score":0.022285521},"labels":[],"label_agreement":null},{"id":"W2113597182","doi":"10.1016/j.soard.2008.07.003","title":"Stent migration causing alimentary limb obstruction necessitating laparotomy and surgical stent extraction","year":2008,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Stent; Endoscopic stenting; Roux-en-Y anastomosis; Surgery; Anastomosis; Gastric bypass; General surgery; Internal medicine","score_opus":0.021414555721885997,"score_gpt":0.26738335928850154,"score_spread":0.24596880356661555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113597182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9441037,0.003841458,0.0074165184,0.012647208,0.0024710721,0.00049645564,0.00068814354,0.0005379402,0.027797522],"genre_scores_gemma":[0.9830208,0.0013608165,0.0033044799,0.0029713556,0.0059434227,0.000080982994,0.00035007967,0.00007106781,0.0028970472],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99853575,0.00013803913,0.0002671789,0.00019459361,0.00024160449,0.0006227417],"domain_scores_gemma":[0.9962261,0.0011999824,0.0007677287,0.00043191123,0.00017043683,0.0012038773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007833902,0.00434438,0.002532854,0.0068398667,0.004984743,0.0024747562,0.0023697466,0.014634175,0.005784709],"category_scores_gemma":[0.006794288,0.0022104552,0.005229913,0.0024290448,0.0020832513,0.0030753522,0.0025195288,0.008453289,0.002631884],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009760822,0.000042157986,0.0039787753,0.000020154162,0.000013487949,0.994609,0.000038282153,0.00007080868,0.00037248564,0.0001497094,0.00012717006,0.00048041152],"study_design_scores_gemma":[0.000035644145,0.00018046622,0.0065342467,0.000018399025,0.000033984776,0.9907861,0.00014905805,0.00043931784,0.0010325235,0.0003533317,0.0004154222,0.000021613785],"about_ca_topic_score_codex":0.00079484895,"about_ca_topic_score_gemma":0.0022464253,"teacher_disagreement_score":0.014634175,"about_ca_system_score_codex":0.0027104744,"about_ca_system_score_gemma":0.0016341732,"threshold_uncertainty_score":0.019665956},"labels":[],"label_agreement":null},{"id":"W2115296397","doi":"10.1016/j.soard.2011.09.027","title":"Omentectomy added to Roux-en-Y gastric bypass surgery: a randomized, controlled trial","year":2011,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; St. Joseph's Hospital","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Adiponectin; Weight loss; Body mass index; Insulin resistance; Surgery; Gastroenterology; Internal medicine; Gastric bypass surgery; Randomized controlled trial; Adipose tissue; Omentectomy; Urology; Obesity; Gastric bypass; Chemotherapy","score_opus":0.017133991383698113,"score_gpt":0.2395862363517421,"score_spread":0.22245224496804397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115296397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96712685,0.0195182,0.0012216566,0.0016363652,0.0034841073,0.003300611,0.0012090289,0.00015954106,0.0023436318],"genre_scores_gemma":[0.9815363,0.0069375057,0.001600955,0.0017155041,0.002237036,0.0025892223,0.0010408978,0.000034056146,0.0023084346],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99792373,0.0010827158,0.00016296892,0.0004427136,0.00013777611,0.0002500987],"domain_scores_gemma":[0.99714893,0.0013784927,0.0005556777,0.00022490774,0.00013995891,0.0005520747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030628184,0.0028271514,0.007970621,0.0006212371,0.000775289,0.001999066,0.0015904823,0.0039260318,0.008769698],"category_scores_gemma":[0.004872776,0.0016244481,0.0048670317,0.0007920608,0.0024852196,0.0023581458,0.000974938,0.0065701073,0.0010944209],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.99415296,0.001082792,0.00033930235,0.0006866664,0.0016104676,0.000021718319,0.000017547236,0.00006689011,0.0002373128,0.000041464507,0.00017426637,0.0015686414],"study_design_scores_gemma":[0.98335695,0.013365391,0.00082275324,0.00005034551,0.0019507812,0.000011711326,0.000016686283,0.00013485922,0.00007125067,0.00006683061,0.00014208765,0.000010373572],"about_ca_topic_score_codex":0.0017638843,"about_ca_topic_score_gemma":0.002316002,"teacher_disagreement_score":0.008769698,"about_ca_system_score_codex":0.0011277754,"about_ca_system_score_gemma":0.001373176,"threshold_uncertainty_score":0.029337525},"labels":[],"label_agreement":null},{"id":"W2115682894","doi":"10.1016/j.soard.2014.02.045","title":"Laparoscopic sleeve gastrectomy as a revisional procedure for failed gastric banding: lessons from 300 consecutive cases","year":2014,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Surgery; Weight loss; Laparoscopy; Sleeve gastrectomy; Gastric bypass; Obesity; Internal medicine","score_opus":0.01903541685897182,"score_gpt":0.2798280732621234,"score_spread":0.2607926564031516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115682894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99205047,0.0023879996,0.0009952945,0.0005180477,0.00007390883,0.000046100053,0.00015943934,0.000033296517,0.0037355542],"genre_scores_gemma":[0.9966788,0.0015866791,0.00062420365,0.00031263535,0.00016878461,0.000021319298,0.00024852736,0.000021264432,0.000337809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912983,0.00012044059,0.00017412455,0.00016454414,0.0002215734,0.00018953803],"domain_scores_gemma":[0.99642664,0.001178072,0.0007939637,0.0004136766,0.0003810608,0.0008065876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009446577,0.0005337577,0.00041916274,0.0017193045,0.0009037417,0.0012927301,0.0011865586,0.0016876872,0.0014552285],"category_scores_gemma":[0.0065362174,0.0005283268,0.0006191833,0.0010384732,0.0008906803,0.0013353691,0.0007859595,0.0011915432,0.0007130516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019510709,0.00034817558,0.8728153,0.0001241787,0.00007879672,0.08653018,0.0026794309,0.00026476374,0.0009846303,0.00050861,0.0028454917,0.032625284],"study_design_scores_gemma":[0.000066364926,0.0005255388,0.66642857,0.00030451303,0.00010540423,0.31576845,0.008018571,0.0010818951,0.0011095337,0.0009520944,0.005514915,0.00012426915],"about_ca_topic_score_codex":0.0021731611,"about_ca_topic_score_gemma":0.004678222,"teacher_disagreement_score":0.0021731611,"about_ca_system_score_codex":0.0007840097,"about_ca_system_score_gemma":0.000677301,"threshold_uncertainty_score":0.005688429},"labels":[],"label_agreement":null},{"id":"W2116370604","doi":"10.1016/j.soard.2014.09.013","title":"A rare sequela after a case of early bariatric surgery tourism","year":2014,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Sleeve gastrectomy; Gastric banding; Laparoscopic adjustable gastric banding; Adjustable gastric band; Weight loss; Sequela; Roux-en-Y anastomosis; Gastric bypass; Morbid obesity; Duodenal switch; General surgery; Obesity; Internal medicine","score_opus":0.01093173613309084,"score_gpt":0.22930595575571758,"score_spread":0.21837421962262674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116370604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8180203,0.06061455,0.025834877,0.026687754,0.0055725905,0.0007535189,0.0015706165,0.0013626993,0.05958312],"genre_scores_gemma":[0.9742911,0.0069618714,0.0037393044,0.0059717544,0.0023276743,0.00012557789,0.0003910818,0.00009527621,0.006096448],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99850595,0.00026792745,0.0001831253,0.00027079735,0.00022440084,0.0005478553],"domain_scores_gemma":[0.9956519,0.0007907476,0.0013561385,0.0005967692,0.0003062988,0.001298054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067498477,0.0016332865,0.0015584871,0.0033714843,0.0044030235,0.0024145606,0.0017386664,0.006227274,0.006225628],"category_scores_gemma":[0.006853796,0.0007445184,0.002807793,0.0032092687,0.0018062082,0.0030192365,0.003036465,0.0067802244,0.0020924332],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062415675,0.000055122207,0.0058489456,0.00007700167,0.000027333102,0.9893993,0.00021337661,0.00005295432,0.00031807914,0.00033024442,0.0008667419,0.0027485602],"study_design_scores_gemma":[0.000008488939,0.000045121946,0.0022958857,0.00005039452,0.00001849863,0.9959417,0.00012480986,0.0000843358,0.00014997835,0.0002294449,0.0010373086,0.000013889268],"about_ca_topic_score_codex":0.0027252457,"about_ca_topic_score_gemma":0.0039627296,"teacher_disagreement_score":0.006227274,"about_ca_system_score_codex":0.0017507327,"about_ca_system_score_gemma":0.0018329185,"threshold_uncertainty_score":0.020826757},"labels":[],"label_agreement":null},{"id":"W2125456018","doi":"10.1016/j.soard.2009.08.006","title":"Transoral endoscopic restrictive implant system: a new endoscopic technique for the treatment of obesity","year":2009,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Surgery; Endoscopic surgery; General surgery; Endoscopy","score_opus":0.023982847201367258,"score_gpt":0.27604875376893107,"score_spread":0.2520659065675638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125456018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78417164,0.034491476,0.15466927,0.0029904945,0.0019724986,0.0002226733,0.00048518693,0.0019605185,0.01903622],"genre_scores_gemma":[0.8830877,0.0091877645,0.09614193,0.0014476392,0.0010696412,0.00011008485,0.00022879522,0.0001857837,0.008540615],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99957675,0.00004417779,0.000038552327,0.00010126168,0.00015615673,0.000083059196],"domain_scores_gemma":[0.9998117,0.000050446386,0.000034270266,0.000037084053,0.000017027189,0.000049421054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006448492,0.0006776394,0.00068988797,0.00096559536,0.0006533434,0.0007170106,0.0009281938,0.0010854128,0.0027923617],"category_scores_gemma":[0.0004617381,0.0003941087,0.0012636797,0.00044598768,0.00080162095,0.0011234066,0.0008615612,0.0013979253,0.0008343167],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022213939,0.00082907116,0.008269848,0.00067146687,0.00021021356,0.010373282,0.0003636646,0.0005477672,0.51077914,0.002029525,0.0039970563,0.4597076],"study_design_scores_gemma":[0.0014872388,0.017501602,0.123451956,0.00028703088,0.001271309,0.6328613,0.0005593805,0.0073637986,0.122433946,0.0016395919,0.09033289,0.0008100882],"about_ca_topic_score_codex":0.0005453712,"about_ca_topic_score_gemma":0.0012434431,"teacher_disagreement_score":0.0027923617,"about_ca_system_score_codex":0.00019675137,"about_ca_system_score_gemma":0.00069481216,"threshold_uncertainty_score":0.009341359},"labels":[],"label_agreement":null},{"id":"W2132174748","doi":"10.1016/j.soard.2011.04.181","title":"PL-102 Peri-operative complications in a consecutive series of one thousand duodenal switch procedures","year":2011,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Duodenal switch; Biliopancreatic Diversion; Surgery; Complication; Laparoscopy; General surgery; Gastric bypass; Weight loss; Obesity; Internal medicine","score_opus":0.0307885564448199,"score_gpt":0.2615218895395178,"score_spread":0.23073333309469793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132174748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991013,0.00020098595,0.000050409148,0.000024330144,0.000007740695,0.000009132144,0.00019235215,0.0000032979094,0.00041049704],"genre_scores_gemma":[0.99915886,0.00014827485,0.000046335095,0.00003838297,0.000016256494,0.000012779806,0.00039448377,0.0000033250574,0.00018142637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991273,0.00012877022,0.00017940505,0.00017299296,0.00018829083,0.00020325686],"domain_scores_gemma":[0.9973767,0.00068567286,0.0011034684,0.0002249677,0.00016686339,0.0004424116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051776425,0.0002927844,0.00037950647,0.0016259785,0.0008399988,0.0011369523,0.00040277178,0.0006465397,0.002728817],"category_scores_gemma":[0.0033098103,0.0004396432,0.00060296897,0.0015430799,0.00049571664,0.000805834,0.0008710867,0.0007897753,0.0004891584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013230869,0.00005631062,0.9977296,0.000011250465,0.000020572823,0.00072412053,0.00010123498,0.000015946793,0.00009753701,0.000014067441,0.000067723966,0.0010295053],"study_design_scores_gemma":[0.000013280666,0.0002419918,0.9950552,0.000010234413,0.000025541749,0.0034592627,0.0008290725,0.00007509063,0.00007731823,0.000017750763,0.00018849253,0.000006833296],"about_ca_topic_score_codex":0.002627707,"about_ca_topic_score_gemma":0.0033836914,"teacher_disagreement_score":0.002728817,"about_ca_system_score_codex":0.0005931239,"about_ca_system_score_gemma":0.0005293821,"threshold_uncertainty_score":0.009128809},"labels":[],"label_agreement":null},{"id":"W2139203959","doi":"10.1016/j.soard.2007.12.010","title":"Anastomotic leaks after bariatric surgery: it is the host response that matters","year":2008,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Surgery; Anastomosis; Leak; Body mass index; Systemic inflammatory response syndrome; Retrospective cohort study; Logistic regression; Complication; Sepsis; Internal medicine","score_opus":0.0200418303056668,"score_gpt":0.2325719966724326,"score_spread":0.2125301663667658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139203959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78443676,0.1066878,0.0012553439,0.08777433,0.002699666,0.000040134702,0.00018238052,0.00003683972,0.016886696],"genre_scores_gemma":[0.96663684,0.024147816,0.00019277031,0.0042298394,0.003458379,0.0000119731885,0.00005041583,0.000013253805,0.0012588397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876213,0.0006130371,0.000087035005,0.00007037221,0.00021508198,0.000252453],"domain_scores_gemma":[0.99657226,0.0013785004,0.0009863175,0.00012971497,0.0003738498,0.0005594436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016315387,0.00020906184,0.0008775807,0.00045563438,0.00042242935,0.0023131699,0.00020938479,0.0015508211,0.0042779585],"category_scores_gemma":[0.008063395,0.000114263945,0.00035623836,0.0005884579,0.0009858246,0.0019562673,0.0006628803,0.0014992551,0.0005169346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035696921,0.0010030243,0.6607199,0.0018030098,0.0007376713,0.0046521523,0.004245333,0.0006716288,0.0051081306,0.00825097,0.021242382,0.2879961],"study_design_scores_gemma":[0.00019719622,0.0023995426,0.9164926,0.0023938022,0.0006882279,0.012317797,0.014213789,0.0009941043,0.0016891152,0.015726233,0.032761168,0.00012642397],"about_ca_topic_score_codex":0.00029103662,"about_ca_topic_score_gemma":0.00057742157,"teacher_disagreement_score":0.0042779585,"about_ca_system_score_codex":0.00030798608,"about_ca_system_score_gemma":0.0006405361,"threshold_uncertainty_score":0.014311135},"labels":[],"label_agreement":null},{"id":"W2142254202","doi":"10.1016/j.soard.2010.03.285","title":"Is biliopancreatic diversion with duodenal switch indicated for patients with body mass index &lt;50 kg/m ?","year":2010,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Duodenal switch; Biliopancreatic Diversion; Body mass index; Weight loss; Surgery; Perioperative; Malnutrition; Retrospective cohort study; Gastroenterology; Internal medicine; Obesity; Morbid obesity","score_opus":0.005364950091192555,"score_gpt":0.20782082473705163,"score_spread":0.20245587464585907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142254202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96700525,0.0071309046,0.0005290732,0.008459164,0.0015315907,0.00006989516,0.0006319804,0.00005049964,0.014591583],"genre_scores_gemma":[0.9897148,0.0037098092,0.000716695,0.0025648938,0.0014631966,0.000035916706,0.0009436671,0.000008263174,0.0008427413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997855,0.000025812331,0.000031568947,0.000038149243,0.00003084898,0.00008811353],"domain_scores_gemma":[0.9992249,0.00017626307,0.00017967906,0.000023891678,0.000029850476,0.00036538273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003747404,0.0004421228,0.0012090667,0.00083668093,0.00097093993,0.00081765186,0.00038393488,0.0021333555,0.0054122647],"category_scores_gemma":[0.0011890273,0.00023433259,0.0013777044,0.0011004799,0.0007817712,0.0011881256,0.0003157811,0.0013157631,0.0005079715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01407095,0.0012299751,0.88444483,0.000508052,0.0006008307,0.01216488,0.00013897585,0.0008516153,0.0039763097,0.0008258351,0.0066531813,0.074534535],"study_design_scores_gemma":[0.0020633284,0.0058841347,0.9402042,0.0007508091,0.0008967208,0.031629257,0.0013826932,0.0023119412,0.0024346428,0.0024939016,0.009841252,0.00010704627],"about_ca_topic_score_codex":0.0019721866,"about_ca_topic_score_gemma":0.0062196185,"teacher_disagreement_score":0.0054122647,"about_ca_system_score_codex":0.00057193893,"about_ca_system_score_gemma":0.0012568365,"threshold_uncertainty_score":0.018105805},"labels":[],"label_agreement":null},{"id":"W2144671504","doi":"10.1016/j.soard.2008.03.247","title":"Laparoscopic gastric bypass after cardiac transplantation","year":2008,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Perioperative; Transplantation; Surgery; Organ transplantation; Weight loss; Obesity; Body mass index; Internal medicine","score_opus":0.01103192311390335,"score_gpt":0.22346215108274417,"score_spread":0.2124302279688408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144671504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98619974,0.0027367747,0.0004576539,0.0016752518,0.0005610476,0.000034255143,0.0001568887,0.000038881477,0.008139558],"genre_scores_gemma":[0.995682,0.0010073092,0.00023069896,0.000640302,0.0007951474,0.000019931305,0.00044523296,0.000008786857,0.0011705351],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.99969745,0.000039272552,0.000028648361,0.000039498747,0.000038145125,0.00015702882],"domain_scores_gemma":[0.9992059,0.00012302319,0.00013251674,0.00003901945,0.000032520493,0.00046696074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003850622,0.00033328353,0.0005565722,0.00059988536,0.001112486,0.00094350555,0.00031830955,0.0008057331,0.004589222],"category_scores_gemma":[0.0009411132,0.00013801239,0.0007479211,0.0004837573,0.00045927876,0.00078726455,0.000583877,0.0016538855,0.00038210757],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018897234,0.003729705,0.71878314,0.0006027288,0.0013803556,0.046269823,0.00060991413,0.001415064,0.011166889,0.004051183,0.008833883,0.18426013],"study_design_scores_gemma":[0.0013159529,0.006473694,0.9144348,0.000257159,0.00045916947,0.061726373,0.001227161,0.0012517483,0.0018094267,0.0047530136,0.006189517,0.00010201284],"about_ca_topic_score_codex":0.0006565687,"about_ca_topic_score_gemma":0.0016168247,"teacher_disagreement_score":0.004589222,"about_ca_system_score_codex":0.00065544894,"about_ca_system_score_gemma":0.00086692924,"threshold_uncertainty_score":0.015352488},"labels":[],"label_agreement":null},{"id":"W2145230769","doi":"10.1016/j.soard.2014.11.012","title":"Bariatric surgery in patients with reduced kidney function: an analysis of short-term outcomes","year":2014,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Surgery; Stage (stratigraphy); Kidney disease; Renal function; Sleeve gastrectomy; Adjustable gastric band; Population; Laparoscopic adjustable gastric banding; Diabetes mellitus; Complication; Gastric bypass; Laparoscopy; Weight loss; Obesity; Internal medicine","score_opus":0.012622468471639517,"score_gpt":0.23500604889452367,"score_spread":0.22238358042288414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145230769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99800473,0.0010077326,0.00006761646,0.00005840137,0.000017584774,0.000007903774,0.00050734985,0.000002446106,0.0003261865],"genre_scores_gemma":[0.99846715,0.00026360017,0.00004239508,0.000023208222,0.000031960586,0.000008669244,0.0010693562,0.0000015286955,0.00009215694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990293,0.00022043662,0.00018650602,0.00016381114,0.0001922939,0.0002076482],"domain_scores_gemma":[0.9958501,0.00083101494,0.0018894838,0.00021679726,0.0003733613,0.00083931576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015404519,0.0004597619,0.0011803113,0.0018694103,0.000572793,0.0010711326,0.000656204,0.0008369978,0.001117246],"category_scores_gemma":[0.003992204,0.00027410558,0.0028804825,0.0024862364,0.0004510341,0.0012495326,0.0011689105,0.0010135522,0.00015262507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044519652,0.000033250573,0.99835443,0.000015949829,0.00036657992,0.000038580387,0.000019549707,0.000044589673,0.000046094647,0.000012527559,0.000041246294,0.0005819779],"study_design_scores_gemma":[0.000014157846,0.00015530745,0.99923515,0.000005411037,0.00015910422,0.000081805694,0.0001144888,0.0001418169,0.000013875868,0.000022769022,0.000050281506,0.000005842752],"about_ca_topic_score_codex":0.0046764393,"about_ca_topic_score_gemma":0.005769785,"teacher_disagreement_score":0.0046764393,"about_ca_system_score_codex":0.00066793995,"about_ca_system_score_gemma":0.0006256713,"threshold_uncertainty_score":0.009298444},"labels":[],"label_agreement":null},{"id":"W2145760731","doi":"10.1016/j.soard.2011.11.010","title":"Comments regarding a recent article comparing gastric bypass and duodenal switch and its questionable method and results","year":2011,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Context (archaeology); Gastric bypass; Duodenal switch; Randomized controlled trial; Scopus; Randomization; Courage; General surgery; Gastric bypass surgery; Surgery; MEDLINE; Weight loss; Internal medicine; Obesity; Theology","score_opus":0.038571554480991636,"score_gpt":0.2745923505071923,"score_spread":0.23602079602620063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145760731","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013631446,0.0008746175,0.000103992796,0.96798015,0.02817022,0.000025584714,0.00014077793,0.000020219843,0.0013213002],"genre_scores_gemma":[0.004172409,0.00048427712,0.00023883727,0.94307303,0.0505063,0.00004863077,0.000042910364,0.00001703443,0.0014165365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99084735,0.0029116522,0.002027424,0.0011467597,0.0021759288,0.0008908954],"domain_scores_gemma":[0.9464289,0.035483327,0.006155523,0.0011034113,0.007556779,0.0032720806],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010964556,0.0009304978,0.001949494,0.0013010089,0.0029273233,0.0034881202,0.0028239444,0.050733626,0.006444209],"category_scores_gemma":[0.09382226,0.0010368613,0.0020968586,0.001899467,0.0021555843,0.003235522,0.0015194474,0.026486646,0.0047218413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006998257,0.00012940634,0.0049630874,0.0002701305,0.00017232531,0.0040538916,0.00030649168,0.00016377118,0.00022732261,0.0014872445,0.97512597,0.012400514],"study_design_scores_gemma":[0.001467229,0.0010227447,0.011246422,0.0016722092,0.0010931204,0.00930928,0.0018931717,0.0014175077,0.0014118036,0.0071078115,0.962075,0.00028373845],"about_ca_topic_score_codex":0.0052853483,"about_ca_topic_score_gemma":0.009496153,"teacher_disagreement_score":0.9890354,"about_ca_system_score_codex":0.0069771307,"about_ca_system_score_gemma":0.0037557578,"threshold_uncertainty_score":0.057986796},"labels":[],"label_agreement":null},{"id":"W2148311676","doi":"10.1016/j.soard.2009.03.002","title":"Fibrin sealant associated with increased body temperature and leukocytosis after laparoscopic gastric bypass","year":2009,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GDI Integrated Facility Services (Canada); McGill University Health Centre","funders":"","keywords":"Medicine; Leak; Surgery; Anastomosis; Leukocytosis; Fibrin; Body mass index; Fibrin glue; Roux-en-Y anastomosis; Sealant; Gastric bypass; Anesthesia; Weight loss; Internal medicine; Obesity","score_opus":0.005736971211704713,"score_gpt":0.21042466112265404,"score_spread":0.20468768991094932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148311676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987149,0.0005953406,0.00010208085,0.0001277897,0.00002243223,0.0000072986704,0.00004024657,0.0000063296548,0.00038370214],"genre_scores_gemma":[0.9996106,0.00014193487,0.00004547496,0.000044569886,0.00004471481,0.0000034640473,0.00004826876,0.0000017009378,0.000059397986],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.99960965,0.000086909386,0.00006812922,0.000051463336,0.000073185314,0.00011071402],"domain_scores_gemma":[0.9959776,0.0012377691,0.0019690166,0.00018451396,0.0001196506,0.0005114634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044156093,0.0003457247,0.0006816149,0.0006439409,0.000399982,0.0006765807,0.00038584447,0.0010449274,0.0016521425],"category_scores_gemma":[0.0038366164,0.00034965438,0.0007002185,0.00073587534,0.00066403736,0.0006463912,0.00031369508,0.0019383747,0.00018040896],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007113368,0.00046308804,0.9460719,0.00011032034,0.00029785384,0.036995195,0.00016178073,0.00016102724,0.0049327095,0.0001461468,0.00027654532,0.0032701087],"study_design_scores_gemma":[0.00013045181,0.0013025794,0.96237695,0.000030073043,0.00023221089,0.033711936,0.00022946988,0.0006167255,0.0009529084,0.00014237568,0.00025168227,0.000022664737],"about_ca_topic_score_codex":0.0008102584,"about_ca_topic_score_gemma":0.0006019607,"teacher_disagreement_score":0.0016521425,"about_ca_system_score_codex":0.00045119386,"about_ca_system_score_gemma":0.0004381897,"threshold_uncertainty_score":0.0055270195},"labels":[],"label_agreement":null},{"id":"W2155268116","doi":"10.1016/j.soard.2014.01.016","title":"Comparison of laparoscopic sleeve gastrectomy leak rates in four staple-line reinforcement options: a systematic review","year":2014,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Leak; Medicine; Sleeve gastrectomy; Surgery; Inclusion and exclusion criteria; Complication; Exact test; Internal medicine; Weight loss; Gastric bypass; Obesity","score_opus":0.054177802019076175,"score_gpt":0.359858698486043,"score_spread":0.30568089646696683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155268116","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043190164,0.99471766,0.00013461581,0.0000771534,0.00005809228,0.00016142734,0.00037613997,0.0000073847805,0.00014861004],"genre_scores_gemma":[0.05120869,0.9468594,0.00078943773,0.00038936312,0.000058844496,0.00022710787,0.0003330396,0.000009999181,0.00012419776],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.995886,0.0009288535,0.0020344115,0.00046169915,0.0005444105,0.00014460787],"domain_scores_gemma":[0.99032414,0.0064055994,0.0023641912,0.00014192812,0.00061683817,0.0001472438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004417961,0.0015386934,0.011321784,0.005799045,0.000441368,0.0023689372,0.0016659771,0.0016330571,0.0037245844],"category_scores_gemma":[0.015673975,0.0010837053,0.014911119,0.007104689,0.0008576436,0.0021041187,0.001603747,0.001457222,0.00022727816],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017847256,0.00003280256,0.0026702764,0.8839125,0.08611449,0.000111855436,0.00016965767,0.000098656456,0.00022419708,0.00009860472,0.00061658147,0.024165673],"study_design_scores_gemma":[0.0022139163,0.00058991363,0.0111682555,0.22578481,0.7513593,0.0004885207,0.00042326938,0.00010274211,0.00023891513,0.00023946169,0.0073101935,0.00008067813],"about_ca_topic_score_codex":0.0047728596,"about_ca_topic_score_gemma":0.018810749,"teacher_disagreement_score":0.011321784,"about_ca_system_score_codex":0.001789688,"about_ca_system_score_gemma":0.0036507517,"threshold_uncertainty_score":0.023364663},"labels":[],"label_agreement":null},{"id":"W2156476626","doi":"10.1016/j.soard.2010.03.289","title":"Creating a credential for bariatric behavioral health professionals: potential benefits, pitfalls, and provider opinion","year":2010,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Georgetown Hospital","funders":"American Society for Metabolic and Bariatric Surgery","keywords":"Credential; Medicine; Specialty; Psychosocial; Health care; Weight loss; Weight management; Quality (philosophy); The Internet; Family medicine; Obesity; Psychiatry; Pathology","score_opus":0.01886582424041261,"score_gpt":0.3036316431402955,"score_spread":0.2847658188998829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156476626","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24717811,0.0013558263,0.006948288,0.6622786,0.006294496,0.0005990081,0.000091639944,0.00021621745,0.07503787],"genre_scores_gemma":[0.9062064,0.00075741246,0.012747003,0.067220576,0.0031798943,0.0002417956,0.00005090138,0.000045678684,0.009550305],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9822097,0.0093324995,0.0007236387,0.00071643275,0.004095392,0.002922343],"domain_scores_gemma":[0.83015734,0.07081327,0.006527821,0.005704151,0.013914215,0.072883174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032504484,0.0003395469,0.00043209177,0.0013603735,0.008126826,0.005121379,0.0018240162,0.011369194,0.028489845],"category_scores_gemma":[0.12463459,0.00036743958,0.0005701043,0.0004302225,0.003632004,0.006152248,0.0048041865,0.008199512,0.0031334683],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010925736,0.008254598,0.18337344,0.0006434816,0.00006680122,0.011050681,0.009109005,0.0009242059,0.004951352,0.03377041,0.29801416,0.44874924],"study_design_scores_gemma":[0.0019540812,0.0044447775,0.25876498,0.0054422054,0.00025119437,0.02955085,0.076112926,0.018410876,0.006756699,0.1380223,0.4594236,0.00086550263],"about_ca_topic_score_codex":0.0012634215,"about_ca_topic_score_gemma":0.0060372953,"teacher_disagreement_score":0.032504484,"about_ca_system_score_codex":0.0022485028,"about_ca_system_score_gemma":0.01334493,"threshold_uncertainty_score":0.17190218},"labels":[],"label_agreement":null},{"id":"W2158948666","doi":"10.1016/j.soard.2012.11.003","title":"Laparoscopic conversion of laparoscopic Roux-en-Y gastric bypass to laparoscopic sleeve gastrectomy for intractable dumping syndrome and excessive weight loss","year":2012,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Surgery; Gastric bypass; Dumping syndrome; Roux-en-Y anastomosis; Weight loss; Laparoscopy; General surgery; Gastrectomy; Obesity; Internal medicine; Cancer","score_opus":0.010104138649605158,"score_gpt":0.24743378141757946,"score_spread":0.2373296427679743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158948666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99456125,0.000637464,0.0009783658,0.0005689053,0.00015658344,0.000048269543,0.000056018755,0.000049029954,0.0029441311],"genre_scores_gemma":[0.99786913,0.00025964333,0.0006564139,0.0003072135,0.00022515305,0.000021765787,0.00013064044,0.000009658814,0.00052045897],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9997522,0.00003435311,0.000025733265,0.000031974723,0.000031076495,0.00012465357],"domain_scores_gemma":[0.9996325,0.000080064594,0.00005265497,0.0000317629,0.00001506754,0.0001879989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029389915,0.00061301835,0.00060211646,0.0011751087,0.0010678356,0.0007050581,0.0005228781,0.00089655776,0.0021502676],"category_scores_gemma":[0.0009595818,0.0002579877,0.001659436,0.0005046069,0.00053949043,0.0005519434,0.00081660965,0.001629318,0.00026395658],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013522542,0.0028821416,0.38061082,0.0003009136,0.0008145028,0.4973957,0.00062453374,0.0021228183,0.019692415,0.0014186383,0.0029782339,0.07763669],"study_design_scores_gemma":[0.0015927186,0.009329111,0.43443337,0.00007614096,0.00032467252,0.5400296,0.00091335224,0.004017729,0.004904518,0.00085834897,0.0034121007,0.00010839186],"about_ca_topic_score_codex":0.00090106716,"about_ca_topic_score_gemma":0.0024573933,"teacher_disagreement_score":0.0021502676,"about_ca_system_score_codex":0.0006840931,"about_ca_system_score_gemma":0.00074945507,"threshold_uncertainty_score":0.0071933866},"labels":[],"label_agreement":null},{"id":"W2161194942","doi":"10.1016/j.soard.2014.11.017","title":"The rationale for a duodenal switch as the primary surgical treatment of advanced type 2 diabetes mellitus and metabolic disease","year":2014,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Type 2 Diabetes Mellitus; Surgery; Gastric bypass; Sleeve gastrectomy; Metabolic disease; Disease; Diabetes mellitus; Type 2 diabetes; Duodenal switch; Roux-en-Y anastomosis; Weight loss; Obesity; Internal medicine; Endocrinology","score_opus":0.02007127843659171,"score_gpt":0.28579686946474125,"score_spread":0.2657255910281495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161194942","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001301752,0.9980844,0.000090851994,0.00096537697,0.00024805963,0.0000054363545,0.000020779722,0.000002393704,0.0004524793],"genre_scores_gemma":[0.0023313647,0.9948225,0.00047266294,0.0016687512,0.00037700994,0.000012148937,0.00003746056,0.0000017803068,0.0002763738],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993736,0.00018138958,0.00014393228,0.000119588345,0.0001446554,0.0000368497],"domain_scores_gemma":[0.99858165,0.001024231,0.00019084496,0.000021084306,0.0001457407,0.00003656686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017951466,0.0007625169,0.002292233,0.0018713974,0.0003118077,0.0015684172,0.0012415135,0.0019979274,0.0048663686],"category_scores_gemma":[0.002951653,0.00033433372,0.0017589972,0.001519093,0.00086076045,0.0014107152,0.0005947982,0.004048089,0.0011203373],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054107094,0.00015889261,0.00074102473,0.081357114,0.0014873996,0.0004170612,0.00009318046,0.000586213,0.0010804146,0.013717772,0.027167462,0.8726524],"study_design_scores_gemma":[0.0006599754,0.00057953567,0.0043319305,0.099920176,0.0047158715,0.0041924277,0.00028019302,0.0004310475,0.0007310001,0.012604456,0.87143487,0.000118538046],"about_ca_topic_score_codex":0.0013903698,"about_ca_topic_score_gemma":0.0031138358,"teacher_disagreement_score":0.0048663686,"about_ca_system_score_codex":0.00086903654,"about_ca_system_score_gemma":0.0017071449,"threshold_uncertainty_score":0.016279578},"labels":[],"label_agreement":null},{"id":"W2164214352","doi":"10.1016/j.soard.2014.12.016","title":"Should metabolic surgery be offered in morbidly obese patients with type I diabetes?","year":2014,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Type 2 diabetes; Sleeve gastrectomy; Body mass index; Dyslipidemia; Surgery; Diabetes mellitus; Weight loss; Biliopancreatic Diversion; Type 1 diabetes; Obesity; Internal medicine; Gastric bypass; Endocrinology","score_opus":0.018488854420343932,"score_gpt":0.23350479027582371,"score_spread":0.2150159358554798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164214352","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39408207,0.03197138,0.000421073,0.5324023,0.007764801,0.00006493726,0.00067316997,0.00003569222,0.032584645],"genre_scores_gemma":[0.90372396,0.019047515,0.0010576933,0.058557685,0.01603589,0.00006689052,0.00040710508,0.000016055072,0.0010871893],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994504,0.0001526662,0.00006867266,0.0000567059,0.00011728676,0.0001544223],"domain_scores_gemma":[0.9962603,0.0008713588,0.00084676774,0.000068040965,0.000318602,0.0016349575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007925655,0.00019622006,0.0004976639,0.0005464197,0.001103076,0.0014544217,0.0005029622,0.0032237757,0.0052710907],"category_scores_gemma":[0.011675571,0.00020776737,0.00065111584,0.0010202389,0.0007042022,0.0016210319,0.0005259645,0.0034873825,0.0004893426],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029976857,0.0018713706,0.7513649,0.00064617506,0.00037918464,0.004845835,0.00047268305,0.00048648033,0.00056093995,0.0027206545,0.059264585,0.17438951],"study_design_scores_gemma":[0.0011104776,0.0011547316,0.9215605,0.0045047724,0.0007844181,0.009552501,0.0062485905,0.0011971926,0.0003911469,0.014033469,0.039341982,0.00012026533],"about_ca_topic_score_codex":0.0065198825,"about_ca_topic_score_gemma":0.018845955,"teacher_disagreement_score":0.0065198825,"about_ca_system_score_codex":0.00086361775,"about_ca_system_score_gemma":0.0024150752,"threshold_uncertainty_score":0.017633498},"labels":[],"label_agreement":null},{"id":"W2172931772","doi":"10.1016/j.soard.2015.11.007","title":"Preoperative predictors of adherence to multidisciplinary follow-up care postbariatric surgery","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto East General Hospital; Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Surgery; Multidisciplinary approach; General surgery","score_opus":0.027642466824172054,"score_gpt":0.2732855348265336,"score_spread":0.24564306800236158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172931772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981096,0.00028240727,0.000057213383,0.00026219228,0.000029734156,0.000007813951,0.00020549934,0.0000025180057,0.0010429949],"genre_scores_gemma":[0.99939394,0.00010555299,0.00006401282,0.000047935522,0.000025205813,0.0000057050356,0.00021671952,0.0000012777454,0.00013961527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992274,0.00015530476,0.0001335014,0.00007333965,0.00012308052,0.00028733467],"domain_scores_gemma":[0.99180883,0.0023817793,0.0033915874,0.00027297525,0.0004809677,0.0016637872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005900782,0.00017273125,0.0002819561,0.0004892309,0.0006113298,0.0008255725,0.00039078077,0.00070164463,0.0037023001],"category_scores_gemma":[0.007411403,0.00020060517,0.0005472544,0.00092619465,0.00026012814,0.0005021663,0.0005854401,0.0015654713,0.00021106793],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007687986,0.00010052216,0.99835455,0.0000078766725,0.000037093025,0.000039170573,0.000057171837,0.00003675729,0.00003712509,0.000015619658,0.0000805075,0.0011568463],"study_design_scores_gemma":[0.0000026520352,0.00006367993,0.99931467,0.000011107539,0.000014246416,0.00005039165,0.0002904292,0.00014030036,0.00001605063,0.0000211558,0.0000723052,0.0000029883251],"about_ca_topic_score_codex":0.007148486,"about_ca_topic_score_gemma":0.0134804845,"teacher_disagreement_score":0.007148486,"about_ca_system_score_codex":0.00045749664,"about_ca_system_score_gemma":0.00097079185,"threshold_uncertainty_score":0.014213741},"labels":[],"label_agreement":null},{"id":"W2194846037","doi":"10.1016/j.soard.2015.11.029","title":"Weight loss surgery improves quality of life in pediatric patients with osteogenesis imperfecta","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Osteogenesis imperfecta; Surgery; Quality of life (healthcare); Weight loss; Internal medicine; Nursing; Obesity; Pathology","score_opus":0.015435779256638794,"score_gpt":0.2544941423021045,"score_spread":0.23905836304546568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2194846037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99667066,0.0023003113,0.00005234243,0.00019437764,0.000019953608,0.000004765521,0.00015153977,0.0000056699846,0.00060031074],"genre_scores_gemma":[0.99830246,0.001163661,0.00015972918,0.000051388197,0.000011652601,0.0000055463274,0.00019470554,0.0000020262705,0.00010873228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999217,0.000021055735,0.000009461989,0.000010064178,0.000020157162,0.000017655386],"domain_scores_gemma":[0.9996538,0.000079630954,0.00017414909,0.000007801048,0.000023407127,0.00006130185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012660056,0.00015260222,0.0003122512,0.0001525452,0.00019138842,0.000191702,0.000119191565,0.00016909976,0.0012718769],"category_scores_gemma":[0.0011919502,0.00007386758,0.0002581629,0.00032652388,0.0001374824,0.0001506826,0.00014697053,0.00026968194,0.00008847242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010162094,0.0003538233,0.94325274,0.00012677524,0.00020366018,0.0017897782,0.0001822361,0.00026857902,0.002712115,0.000063138476,0.0010229028,0.04900796],"study_design_scores_gemma":[0.000052138752,0.0006040267,0.99541086,0.00002509267,0.00007988355,0.0025908104,0.00024844898,0.0001584693,0.00026638724,0.00003664636,0.00052389567,0.0000032858404],"about_ca_topic_score_codex":0.0021950617,"about_ca_topic_score_gemma":0.0039171022,"teacher_disagreement_score":0.0021950617,"about_ca_system_score_codex":0.00019991507,"about_ca_system_score_gemma":0.00027630987,"threshold_uncertainty_score":0.00436455},"labels":[],"label_agreement":null},{"id":"W2200713961","doi":"10.1016/j.soard.2015.08.313","title":"Comparison of size 60F and size 34F bougies in calibrating sleeve gastrectomy in patients whose BMI is below 60: The size does not matter in the short term","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery; Sleeve gastrectomy; Term (time); Medium term; Weight loss; Obesity; Gastric bypass; Internal medicine; Physics","score_opus":0.01910722029665541,"score_gpt":0.2742684135862185,"score_spread":0.2551611932895631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2200713961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954568,0.0032518299,0.00014661934,0.00020224479,0.00019360123,0.000033015996,0.000099465185,0.0000055258306,0.0006108691],"genre_scores_gemma":[0.9971432,0.001458765,0.00024895708,0.00024319648,0.00024245959,0.000032496344,0.00037944026,0.000005254426,0.0002461221],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99907184,0.00032772642,0.00011552422,0.00018792499,0.00013271291,0.00016429955],"domain_scores_gemma":[0.99768496,0.0010996193,0.00046043118,0.00011104976,0.00006943169,0.0005745683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017109466,0.0006321176,0.002361227,0.00038521583,0.0002871151,0.0009470513,0.0004965615,0.0011808702,0.002424973],"category_scores_gemma":[0.0036214034,0.0004260279,0.0042309826,0.00045464456,0.0008214907,0.002052834,0.0006310482,0.0020761804,0.00021813222],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8500046,0.003906869,0.077218495,0.00096081005,0.0044135475,0.0003828916,0.0002265278,0.0016229034,0.003102826,0.00046500706,0.0007835116,0.056912027],"study_design_scores_gemma":[0.071945556,0.3647186,0.54537857,0.0005478559,0.0072207544,0.0006021894,0.0012336201,0.003227054,0.0014426719,0.0010324991,0.00246613,0.00018460758],"about_ca_topic_score_codex":0.0009268219,"about_ca_topic_score_gemma":0.0023551625,"teacher_disagreement_score":0.002424973,"about_ca_system_score_codex":0.00078051584,"about_ca_system_score_gemma":0.0005726841,"threshold_uncertainty_score":0.009048462},"labels":[],"label_agreement":null},{"id":"W2201313938","doi":"10.1016/j.soard.2015.08.320","title":"Laparoscopic sleeve gastrectomy: a fully ambulatory procedure in a series of 328 selected patients","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Ambulatory; Surgery; Weight loss; Gastrectomy; General surgery; Laparoscopy; Gastric bypass; Obesity; Internal medicine","score_opus":0.011928673721604461,"score_gpt":0.22701136373829542,"score_spread":0.21508269001669095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2201313938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995516,0.000067767454,0.00003223557,0.000016341366,0.0000024873054,0.0000071110394,0.0001040196,0.0000011642078,0.00021725659],"genre_scores_gemma":[0.9992939,0.00012452813,0.000066677545,0.000024714778,0.000014405118,0.0000101635,0.00030030476,0.0000020988516,0.00016303278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997924,0.00003296921,0.000024643627,0.000051101997,0.000044784996,0.00005405153],"domain_scores_gemma":[0.99951935,0.00008883246,0.00016373934,0.000033215892,0.00003288585,0.00016205163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017442556,0.00036890918,0.0004888624,0.00060428825,0.00060245517,0.00060692284,0.00034593735,0.00051750476,0.0015300936],"category_scores_gemma":[0.000793818,0.00040411862,0.00027027115,0.0006356188,0.00037981503,0.00046137685,0.00046762684,0.00059167336,0.00031994152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014438864,0.00012963741,0.99455076,0.000012168608,0.000019835621,0.0030340888,0.00025721974,0.000035380046,0.00044255774,0.000025201587,0.0001191049,0.0012295474],"study_design_scores_gemma":[0.000031274543,0.0005204881,0.98970544,0.0000120554105,0.000026241014,0.0072278683,0.0018036184,0.00019299309,0.00010055574,0.00002956071,0.00033839652,0.00001153541],"about_ca_topic_score_codex":0.0032540779,"about_ca_topic_score_gemma":0.0068721883,"teacher_disagreement_score":0.0032540779,"about_ca_system_score_codex":0.00035506656,"about_ca_system_score_gemma":0.00043573856,"threshold_uncertainty_score":0.006470263},"labels":[],"label_agreement":null},{"id":"W2207640074","doi":"10.1016/j.soard.2015.12.018","title":"Reply to Letter to the Editor: Metabolic surgery in morbidly obese patients with type 1 diabetes","year":2015,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Morbidly obese; Adipose tissue; Type 2 diabetes; Diabetes mellitus; Etiology; Obesity; Surgery; Type 1 diabetes; Weight loss; Internal medicine; Endocrinology","score_opus":0.01287884294335021,"score_gpt":0.22422199960767347,"score_spread":0.21134315666432327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2207640074","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00077871233,0.0011639235,0.000033216264,0.9733122,0.023796987,0.00000589965,0.00005463619,0.000013215201,0.00084118097],"genre_scores_gemma":[0.009502168,0.0019119014,0.0000852816,0.90553194,0.0807105,0.000030464345,0.000041994594,0.000019090407,0.0021666149],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767214,0.0008305204,0.0004172544,0.00027699344,0.00048207358,0.00032111275],"domain_scores_gemma":[0.9928468,0.0036015287,0.00092122087,0.00016319487,0.0012309876,0.0012363419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002207894,0.0006570366,0.001437331,0.0007882227,0.0022925264,0.002585767,0.0013804164,0.027110076,0.004716191],"category_scores_gemma":[0.028660387,0.0006512692,0.00086422893,0.00075627427,0.0015876875,0.002621648,0.0013111987,0.021062277,0.0030357982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098915705,0.000045865727,0.0032523517,0.00009152073,0.00003537994,0.0028443555,0.0001702213,0.00007883457,0.000072638,0.0006324019,0.9872131,0.005464583],"study_design_scores_gemma":[0.0006202825,0.0003624154,0.015615399,0.0021032733,0.00026403344,0.015888132,0.0025305557,0.0015068569,0.00061292073,0.007976189,0.9522163,0.00030362603],"about_ca_topic_score_codex":0.003708382,"about_ca_topic_score_gemma":0.0048742145,"teacher_disagreement_score":0.027110076,"about_ca_system_score_codex":0.0028781279,"about_ca_system_score_gemma":0.00390911,"threshold_uncertainty_score":0.020882368},"labels":[],"label_agreement":null},{"id":"W2217886847","doi":"10.1016/j.soard.2015.10.056","title":"Gastroesophageal Motility and Reflux Following Laparoscopic Sleeve Gastrectomy: Intermediate Data","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Heartburn; Reflux; Sleeve gastrectomy; Gastric bypass; Gastroenterology; Reflux esophagitis; Roux-en-Y anastomosis; Surgery; Internal medicine; Esophagus; Esophagogastric junction; General surgery; Adenocarcinoma; Weight loss; Disease; Cancer; Obesity","score_opus":0.04197489724846753,"score_gpt":0.29324918468883376,"score_spread":0.25127428744036623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2217886847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98702127,0.0023936545,0.0002340816,0.00010103428,0.00003665534,0.000058049656,0.00847825,0.0000081284,0.0016688283],"genre_scores_gemma":[0.97491235,0.0007029946,0.00027309303,0.00013343578,0.00007601927,0.000071657036,0.023451088,0.000008924367,0.0003705178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99724716,0.00057749456,0.00075944327,0.00043720767,0.00048249174,0.0004961559],"domain_scores_gemma":[0.9921341,0.001600394,0.0033188222,0.000939968,0.0009642525,0.0010424455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024852054,0.0005991926,0.0012130446,0.0017356351,0.0006388878,0.0018357806,0.0011482675,0.00096165854,0.0029952188],"category_scores_gemma":[0.0070005264,0.0003878651,0.0030083791,0.0023628676,0.0005470484,0.0021334796,0.0022284905,0.0013164192,0.00061168097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022541417,0.00010845277,0.99393266,0.00016354561,0.0008688734,0.00007526216,0.00005739562,0.00005239295,0.000074337106,0.000035241275,0.00029138953,0.0020863563],"study_design_scores_gemma":[0.000106988926,0.00030486827,0.9980259,0.00007401844,0.00042045125,0.00014766514,0.00023871627,0.00007237155,0.00004348221,0.000052463263,0.0004986518,0.0000144898895],"about_ca_topic_score_codex":0.004309247,"about_ca_topic_score_gemma":0.007967771,"teacher_disagreement_score":0.004309247,"about_ca_system_score_codex":0.00063575903,"about_ca_system_score_gemma":0.000758742,"threshold_uncertainty_score":0.013143182},"labels":[],"label_agreement":null},{"id":"W2218349795","doi":"10.1016/j.soard.2007.03.116","title":"P49","year":2007,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Surgery; Morbid obesity; Obesity; Obesity Surgery; General surgery; Weight loss; Gastric bypass; Internal medicine","score_opus":0.013240455527320916,"score_gpt":0.25357877041743104,"score_spread":0.24033831489011012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2218349795","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003956646,0.0008298086,0.00055739575,0.0031003028,0.003417424,0.00011922682,0.0008877104,0.00031793694,0.9903746],"genre_scores_gemma":[0.00082354253,0.00032419112,0.00019655761,0.0012653094,0.000599458,0.000037769914,0.00034400614,0.0000717089,0.99633753],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996753,0.000037231788,0.000017779637,0.000060203973,0.0001617474,0.000047874357],"domain_scores_gemma":[0.9989261,0.00021139841,0.000032401313,0.00010804714,0.0004796212,0.00024236947],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004921915,0.00073948945,0.0005063284,0.0012872644,0.0015744218,0.003152055,0.0009721266,0.002527679,0.825814],"category_scores_gemma":[0.0023867164,0.0003286676,0.0005226668,0.000994684,0.00050369336,0.0012554115,0.0014981205,0.001627061,0.6902493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039522663,0.000034893266,0.00020217692,0.00006849292,0.0000027792062,0.00010172398,0.000026052205,0.00004282958,0.00031021354,0.0038542743,0.8902224,0.10509473],"study_design_scores_gemma":[0.000015905816,0.000022676359,0.000703174,0.00008248088,0.000002733699,0.00013316558,0.000039804403,0.000052428088,0.00010650788,0.0013818372,0.9974547,0.000004520853],"about_ca_topic_score_codex":0.0041820477,"about_ca_topic_score_gemma":0.009793559,"teacher_disagreement_score":0.17418599,"about_ca_system_score_codex":0.0007590641,"about_ca_system_score_gemma":0.0012381974,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2236143665","doi":"10.1016/j.soard.2015.12.003","title":"Remission of type 2 diabetes in patients undergoing biliointestinal bypass for morbid obesity: a new surgical treatment","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Biliopancreatic Diversion; Glycemic; Duodenum; Sleeve gastrectomy; Type 2 diabetes; Gastrectomy; Gastric bypass surgery; Surgery; Diabetes mellitus; Duodenal switch; Prospective cohort study; Internal medicine; Insulin; Gastroenterology; Weight loss; Obesity; Gastric bypass; Endocrinology","score_opus":0.02965921921684517,"score_gpt":0.26683205306492935,"score_spread":0.23717283384808419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236143665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96531624,0.027473254,0.00032359225,0.0032249582,0.00028522624,0.000030064057,0.00021600052,0.0000150573305,0.0031155138],"genre_scores_gemma":[0.99079555,0.007124966,0.00048584156,0.00043060235,0.00043924432,0.000016447651,0.00035616182,0.0000027744882,0.00034847655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997669,0.00005824206,0.000034269193,0.00003464868,0.000058182937,0.00004769654],"domain_scores_gemma":[0.9993598,0.00013956269,0.00025790185,0.00001940483,0.000056364126,0.00016698451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041295734,0.00014381185,0.0005717687,0.00037930429,0.0002966382,0.0006487157,0.00030265324,0.00040291,0.0016084657],"category_scores_gemma":[0.001429725,0.000104496736,0.0005216022,0.0006345729,0.00021004525,0.00050014845,0.000286398,0.0008644732,0.00008676119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007946955,0.0010998974,0.8019512,0.0004553912,0.00032450503,0.0003609236,0.00016498948,0.00010218554,0.002285459,0.0004684286,0.0014413667,0.18339871],"study_design_scores_gemma":[0.0007841844,0.0018350196,0.9911485,0.00013476954,0.00063589,0.0010346023,0.000521257,0.0005202376,0.00040048914,0.00041319296,0.0025527943,0.00001905407],"about_ca_topic_score_codex":0.0012567795,"about_ca_topic_score_gemma":0.0030669954,"teacher_disagreement_score":0.0016084657,"about_ca_system_score_codex":0.00037155347,"about_ca_system_score_gemma":0.0007059506,"threshold_uncertainty_score":0.0053808093},"labels":[],"label_agreement":null},{"id":"W2250960278","doi":"10.1016/j.soard.2016.01.022","title":"Fifth International Consensus Conference: current status of sleeve gastrectomy","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":394,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"American Society for Metabolic and Bariatric Surgery; Medtronic","keywords":"Medicine; Sleeve gastrectomy; Body mass index; General surgery; Weight loss; Surgery; Hiatal hernia; Expert opinion; Barrett's esophagus; Disease; Reflux; Obesity; Internal medicine; Gastric bypass; Intensive care medicine; Cancer","score_opus":0.023409046835447502,"score_gpt":0.27792419108694066,"score_spread":0.2545151442514932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2250960278","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002315557,0.47396073,0.004320242,0.44033083,0.06375,0.0005528037,0.0031650728,0.00020875997,0.011396001],"genre_scores_gemma":[0.050743837,0.49025133,0.05638262,0.3256463,0.049943395,0.0020834862,0.013781001,0.00039879177,0.010769237],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9685505,0.0107361665,0.009120908,0.0021735576,0.007373073,0.0020458668],"domain_scores_gemma":[0.91361207,0.03322149,0.010595224,0.0017071423,0.032344628,0.008519438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07133447,0.0017230051,0.0052717305,0.0046639424,0.0017188486,0.007185735,0.008084345,0.013842674,0.006745415],"category_scores_gemma":[0.08330159,0.0009442852,0.007003583,0.004119852,0.0018736869,0.003771013,0.0056081987,0.015110264,0.00280177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010323753,0.00020530676,0.004268964,0.025885973,0.0014736145,0.00022950405,0.00042801193,0.00090330455,0.0004955179,0.004808004,0.59454334,0.3657261],"study_design_scores_gemma":[0.00071599847,0.00029020445,0.008489003,0.10099851,0.0031732575,0.0004865297,0.000982569,0.00074993575,0.0007530555,0.0053411117,0.87781763,0.00020212929],"about_ca_topic_score_codex":0.0101086395,"about_ca_topic_score_gemma":0.016496977,"teacher_disagreement_score":0.07133447,"about_ca_system_score_codex":0.007952438,"about_ca_system_score_gemma":0.027391128,"threshold_uncertainty_score":0.37725723},"labels":[],"label_agreement":null},{"id":"W2254418558","doi":"10.1016/j.soard.2015.08.244","title":"Warfarin Dose Adjustment after Duodenal Switch Bariatric Surgery","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Warfarin; Duodenal switch; Surgery; Anticoagulant; Obesity; Internal medicine; Gastric bypass; Weight loss; Atrial fibrillation","score_opus":0.02465402824706721,"score_gpt":0.25050963767637346,"score_spread":0.22585560942930627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254418558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9527042,0.021479566,0.0019724632,0.004973093,0.0011043295,0.00008887015,0.0006507024,0.0001757784,0.016851006],"genre_scores_gemma":[0.9943452,0.0023726262,0.0007442486,0.0009959099,0.000304749,0.00001410351,0.0005242864,0.000018809818,0.0006800457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986492,0.0002916153,0.00036862816,0.0001732707,0.00036818406,0.00014921433],"domain_scores_gemma":[0.9978163,0.0009855336,0.00061529945,0.00012840127,0.00015980312,0.00029463717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006561036,0.00030579584,0.0012176823,0.0009083192,0.000614248,0.0016526649,0.0003332438,0.00073175755,0.0017998985],"category_scores_gemma":[0.007962041,0.00019502873,0.0014935718,0.0012175802,0.00023005616,0.00070195395,0.0002835301,0.0018561169,0.00031004392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03085716,0.0014720237,0.6250266,0.0006119564,0.0045354366,0.004064368,0.00048204593,0.0016204728,0.0024057839,0.0010353819,0.008813828,0.3190749],"study_design_scores_gemma":[0.0021278497,0.004799599,0.95405287,0.00053101534,0.0038310243,0.0071491273,0.00068135915,0.0051196693,0.0040622368,0.0024052132,0.015104005,0.00013592528],"about_ca_topic_score_codex":0.003910107,"about_ca_topic_score_gemma":0.0054578665,"teacher_disagreement_score":0.003910107,"about_ca_system_score_codex":0.0011980953,"about_ca_system_score_gemma":0.0009174765,"threshold_uncertainty_score":0.008692861},"labels":[],"label_agreement":null},{"id":"W2255222021","doi":"10.1016/j.soard.2015.08.245","title":"Assessment of A Combination of Dexamethasone and Ondansetron in the Prevention of Nausea and Vomiting Following a Sleeve Gastrectomy","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Nausea and vomiting management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Ondansetron; Sleeve gastrectomy; Nausea; Vomiting; Postoperative nausea and vomiting; Dexamethasone; Surgery; Anesthesia; Gastrectomy; Internal medicine; Cancer; Gastric bypass; Weight loss","score_opus":0.026532291104542444,"score_gpt":0.3055633010180857,"score_spread":0.27903100991354324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255222021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99524385,0.0035948271,0.00021576298,0.00018206981,0.000079166035,0.00017395454,0.000050135426,0.000012348189,0.00044793292],"genre_scores_gemma":[0.9973309,0.0012673031,0.00088626216,0.000106505315,0.0000573641,0.00006516075,0.000052491567,0.000002115285,0.00023198144],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9995085,0.00014213817,0.00008429765,0.000053262036,0.00015610081,0.000055816316],"domain_scores_gemma":[0.9992416,0.00018979132,0.00015665691,0.000024327552,0.000069331174,0.00031836636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005375835,0.00041644744,0.0016590354,0.0003358214,0.00027841056,0.0003811765,0.00048257943,0.0006089917,0.00060732936],"category_scores_gemma":[0.0016911573,0.00020543348,0.0005226551,0.00028870825,0.00028709788,0.00043583455,0.00028694625,0.0009996821,0.00008629006],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.43386894,0.026979312,0.15766187,0.0019221755,0.0026844589,0.0031356951,0.00062064413,0.0023857066,0.07878542,0.00024768003,0.0008761596,0.29083198],"study_design_scores_gemma":[0.024061367,0.5835876,0.34346905,0.0005368167,0.0037909937,0.0031360823,0.0011847675,0.00540699,0.028795969,0.00021398065,0.005687166,0.00012918259],"about_ca_topic_score_codex":0.0010817709,"about_ca_topic_score_gemma":0.003155062,"teacher_disagreement_score":0.0016590354,"about_ca_system_score_codex":0.00042343987,"about_ca_system_score_gemma":0.0010928639,"threshold_uncertainty_score":0.0030723214},"labels":[],"label_agreement":null},{"id":"W2263090752","doi":"10.1016/j.soard.2015.11.010","title":"A comparison of 30-day versus 90-day proton pump inhibitor therapy in prevention of marginal ulcers after laparoscopic Roux-en-Y gastric bypass","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Surgery; Incidence (geometry); Gastric bypass; Regimen; Proton-pump inhibitor; Retrospective cohort study; Internal medicine; Weight loss; Obesity","score_opus":0.03199742043126977,"score_gpt":0.30791726819072923,"score_spread":0.27591984775945944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263090752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99231344,0.0060116714,0.00018309907,0.00017769975,0.00033618926,0.00015536304,0.00017404996,0.000013784928,0.00063472654],"genre_scores_gemma":[0.996136,0.0024732724,0.00033364794,0.00013892674,0.00022061828,0.00011260033,0.00019163446,0.000004683151,0.00038871204],"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9981299,0.00094235217,0.00021452479,0.00032750453,0.00015556948,0.00023015897],"domain_scores_gemma":[0.99796706,0.0010609695,0.00031089198,0.00009754832,0.000095178184,0.0004683311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018817963,0.00095880276,0.004214017,0.00046404402,0.0003028264,0.001019941,0.0009906352,0.0015072318,0.0034993207],"category_scores_gemma":[0.0030591746,0.0006153531,0.004467349,0.00044363333,0.00072411087,0.0014114187,0.0006326757,0.0020715157,0.00029197542],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9864097,0.002437938,0.0010762046,0.00038154077,0.0012517663,0.000022874256,0.00003455722,0.00013585412,0.0006888505,0.000041063784,0.00005683298,0.0074629146],"study_design_scores_gemma":[0.6030982,0.33955154,0.044603713,0.0002474259,0.008410699,0.000092274306,0.0002260281,0.0018280633,0.0009048983,0.00027538932,0.0006906774,0.00007115421],"about_ca_topic_score_codex":0.0015668023,"about_ca_topic_score_gemma":0.00224196,"teacher_disagreement_score":0.004214017,"about_ca_system_score_codex":0.0008066503,"about_ca_system_score_gemma":0.0010530675,"threshold_uncertainty_score":0.011706412},"labels":[],"label_agreement":null},{"id":"W2275575632","doi":"10.1016/j.soard.2016.02.016","title":"A population-based analysis of the drivers of short-term costs after bariatric surgery within a publicly funded regionalized center of excellence system","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Poisson regression; Surgery; Center of excellence; Sleeve gastrectomy; Population; Retrospective cohort study; Confidence interval; Body mass index; Health care; Anastomosis; Emergency medicine; Gastric bypass; Weight loss; Obesity; Environmental health; Internal medicine","score_opus":0.013805222202308606,"score_gpt":0.2295254785660226,"score_spread":0.215720256363714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275575632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988217,0.00006466526,0.000053250107,0.000089261724,0.0000040155305,0.000009254266,0.00084596337,0.000003155339,0.000108748696],"genre_scores_gemma":[0.9989209,0.000047760965,0.00005154867,0.00004654095,0.0000072113153,0.000015071986,0.00084234116,0.000002252174,0.00006630593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976398,0.0008427179,0.00023339917,0.00042850224,0.00021959661,0.0006360325],"domain_scores_gemma":[0.9953892,0.0008190623,0.0020452817,0.00031121058,0.0005079934,0.000927147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013225935,0.0004661395,0.00065114343,0.0012977676,0.00090299366,0.0016185096,0.0012937555,0.0011840645,0.0015961683],"category_scores_gemma":[0.0048058033,0.00060789136,0.0021041539,0.0035294876,0.00071133097,0.0014188199,0.0021476736,0.001639628,0.00023501032],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018199046,0.00010463777,0.99820375,0.000012929563,0.0002457798,0.00006699749,0.00017216073,0.00013802231,0.00006930833,0.000043349875,0.00029885638,0.00046211388],"study_design_scores_gemma":[0.000020572967,0.00014346454,0.99760914,0.000008361078,0.000093324255,0.000109683206,0.0012446487,0.00059823814,0.000017382545,0.000028743689,0.000115120565,0.000011262933],"about_ca_topic_score_codex":0.09515253,"about_ca_topic_score_gemma":0.110184826,"teacher_disagreement_score":0.09515253,"about_ca_system_score_codex":0.0024771448,"about_ca_system_score_gemma":0.0020125685,"threshold_uncertainty_score":0.18919736},"labels":[],"label_agreement":null},{"id":"W2276225128","doi":"10.1016/j.soard.2016.01.014","title":"Clinical outcomes of duodenal switch with a 200-cm common channel: a matched, controlled trial","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Duodenal switch; Surgery; Clinical trial; Channel (broadcasting); Internal medicine; Telecommunications; Gastric bypass","score_opus":0.021811647090010974,"score_gpt":0.2904890433924423,"score_spread":0.2686773963024313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276225128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99042016,0.006219864,0.0005613094,0.0002570118,0.00054587924,0.00060473126,0.0004771348,0.00003319504,0.000880836],"genre_scores_gemma":[0.99520373,0.0015271514,0.00043661543,0.0004873257,0.00064640073,0.0004559823,0.00066191336,0.000010132485,0.00057068554],"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99752885,0.0009808264,0.00027573973,0.00070465985,0.0001920364,0.0003179213],"domain_scores_gemma":[0.9972607,0.0008759692,0.00076441944,0.0004067717,0.00017233433,0.0005197177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002469083,0.0018608219,0.004595798,0.00042256544,0.00078546087,0.0022628498,0.0012011045,0.0025504623,0.0037495776],"category_scores_gemma":[0.004131642,0.0010131694,0.004387976,0.00080671295,0.0018580615,0.001874827,0.000664739,0.0031724235,0.00063192245],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9842181,0.0017070374,0.004226181,0.00046534612,0.005710301,0.000058091235,0.000030102696,0.00011856003,0.0006632753,0.00007680463,0.00021221573,0.002513901],"study_design_scores_gemma":[0.91838825,0.048023947,0.018733045,0.00011653116,0.012505166,0.000092290626,0.00008914456,0.0006464617,0.00039563715,0.00040472904,0.00054026156,0.0000644202],"about_ca_topic_score_codex":0.0013582121,"about_ca_topic_score_gemma":0.0016672616,"teacher_disagreement_score":0.004595798,"about_ca_system_score_codex":0.0010974078,"about_ca_system_score_gemma":0.000909819,"threshold_uncertainty_score":0.013057888},"labels":[],"label_agreement":null},{"id":"W2290739912","doi":"10.1016/j.soard.2016.02.042","title":"The importance of the Edmonton Obesity Staging System in predicting postoperative outcome and 30-day mortality after metabolic surgery","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Waist; Surgery; Body mass index; Obesity; Complication; Mortality rate; Internal medicine","score_opus":0.014425340187966646,"score_gpt":0.24788644535707105,"score_spread":0.2334611051691044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290739912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928195,0.0015396874,0.00033974645,0.00073345983,0.00016933485,0.000016361946,0.0003614606,0.00000800315,0.0040123784],"genre_scores_gemma":[0.99770796,0.00043526746,0.00056115206,0.00010325758,0.0001704015,0.000009718259,0.0003959317,0.0000070054757,0.0006092569],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99938834,0.00024177757,0.00006453101,0.000058613885,0.00011138937,0.00013523383],"domain_scores_gemma":[0.99712354,0.0010322466,0.0006413743,0.00017624031,0.0004211845,0.0006054114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025279352,0.000634181,0.00038654418,0.001995911,0.00048673886,0.0013103,0.00079125556,0.0007665338,0.0021648442],"category_scores_gemma":[0.0068825358,0.00028817175,0.0006632866,0.0010404419,0.0004890591,0.0011182447,0.0009511151,0.0009269335,0.00025011567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013258711,0.00002494029,0.9965848,0.00000618917,0.000061881816,0.000031538424,0.000020075071,0.00013496564,0.000053934047,0.00005651717,0.00019128721,0.0027013214],"study_design_scores_gemma":[0.000015928465,0.0000781771,0.99708194,0.00003164665,0.00009251801,0.000097099335,0.00014995859,0.0018615437,0.0000439833,0.00021173886,0.00032555533,0.000009860984],"about_ca_topic_score_codex":0.012562996,"about_ca_topic_score_gemma":0.036671225,"teacher_disagreement_score":0.012562996,"about_ca_system_score_codex":0.00057224405,"about_ca_system_score_gemma":0.0012390735,"threshold_uncertainty_score":0.02497971},"labels":[],"label_agreement":null},{"id":"W2294589470","doi":"10.1016/j.soard.2015.08.493","title":"A Pilot Randomized Controlled Trial of Telephone-Based Cognitive Behavioral Therapy for Preoperative Bariatric Surgery Patients","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Metropolitan University","funders":"","keywords":"Psychosocial; Medicine; Psychological intervention; Randomized controlled trial; Cognitive behavioral therapy; Cognition; Physical therapy; Surgery; Psychiatry","score_opus":0.07969946005553166,"score_gpt":0.39611767828946937,"score_spread":0.3164182182339377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294589470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864277,0.0011435172,0.0006542257,0.0008965201,0.00085721555,0.0074777803,0.00061674544,0.00013831723,0.0017879612],"genre_scores_gemma":[0.9781569,0.0010579217,0.0027254992,0.0013076438,0.0005589774,0.012939762,0.00051732373,0.000018695724,0.0027172226],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9989832,0.00051261584,0.000083610044,0.00019748142,0.00006253801,0.00016051682],"domain_scores_gemma":[0.9977576,0.0009433636,0.00033849405,0.00016292487,0.00011919406,0.00067840604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016288721,0.0015069713,0.0030142872,0.00056710455,0.0009077607,0.0009234722,0.0012852247,0.0025825065,0.016199095],"category_scores_gemma":[0.0038396793,0.0008594635,0.0015721096,0.0004918065,0.0015243109,0.0014592245,0.0007275004,0.003744892,0.0015134412],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97405404,0.017718237,0.00024216293,0.00032780712,0.00030205314,0.00002318294,0.000054858603,0.000091963535,0.00052370847,0.000051151204,0.00037183228,0.0062390803],"study_design_scores_gemma":[0.9606822,0.038211856,0.0006361564,0.000013630748,0.00013924023,0.000005554963,0.000022747932,0.00010483156,0.000050965507,0.000034233464,0.000093905,0.0000046536047],"about_ca_topic_score_codex":0.0029669674,"about_ca_topic_score_gemma":0.0040530656,"teacher_disagreement_score":0.016199095,"about_ca_system_score_codex":0.0009765904,"about_ca_system_score_gemma":0.0019551588,"threshold_uncertainty_score":0.05419135},"labels":[],"label_agreement":null},{"id":"W2331762912","doi":"10.1016/j.soard.2016.03.003","title":"Fat-free mass is not lower 24 months postbariatric surgery than nonoperated matched controls","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; Weill Cornell Medical College","keywords":"Medicine; Surgery; Body mass index; Weight loss; Biliopancreatic Diversion; Fat free mass; Duodenal switch; Obesity; Gastric bypass; Internal medicine; Fat mass","score_opus":0.014116820041025038,"score_gpt":0.22604881169755858,"score_spread":0.21193199165653354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331762912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994004,0.00008397746,0.000023273797,0.000017458551,0.000020549105,0.0000027506487,0.00012871908,0.0000035179687,0.00031939658],"genre_scores_gemma":[0.9990427,0.00005868292,0.000016396501,0.00001587687,0.000016760987,0.000006183713,0.0002117102,0.000001435892,0.00063031033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998105,0.000025608339,0.000015032215,0.000040213945,0.000023121309,0.000085604224],"domain_scores_gemma":[0.9992204,0.0001253939,0.00028970608,0.00006768203,0.000054013544,0.00024289654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022253684,0.00029761466,0.00046417612,0.00077622087,0.00042237216,0.0005959859,0.00034004738,0.0006393742,0.004218848],"category_scores_gemma":[0.0010255362,0.00021969892,0.0004936052,0.00038856233,0.00030507016,0.00048447648,0.00038672463,0.00060067035,0.00061109243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014165612,0.0014106603,0.96632004,0.00004152073,0.00019666918,0.0013730167,0.000340386,0.000049949427,0.008180163,0.000058205864,0.00043047927,0.0074331868],"study_design_scores_gemma":[0.000024939409,0.00055956084,0.9985979,0.0000022788586,0.00003385532,0.00019203883,0.00019407435,0.00003785106,0.0001995934,0.000026401574,0.00012689797,0.0000045995675],"about_ca_topic_score_codex":0.0042657447,"about_ca_topic_score_gemma":0.0030325758,"teacher_disagreement_score":0.0042657447,"about_ca_system_score_codex":0.0002233578,"about_ca_system_score_gemma":0.00018870998,"threshold_uncertainty_score":0.014113426},"labels":[],"label_agreement":null},{"id":"W2336075793","doi":"10.1016/j.soard.2015.08.152","title":"Return to The Operating Room Following Bariatric Surgery: How to Help Guide Decision-Making","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Surgery; Body mass index; Incidence (geometry); Obesity; Laparoscopy; Anastomosis; General surgery; Internal medicine","score_opus":0.022374076179468835,"score_gpt":0.27812937185387054,"score_spread":0.2557552956744017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336075793","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04570245,0.042450923,0.044201914,0.782366,0.019659068,0.0017461606,0.0017189296,0.0024712018,0.05968344],"genre_scores_gemma":[0.4358972,0.101361856,0.2708297,0.1299382,0.0357959,0.0041735605,0.004471379,0.0011063571,0.016425855],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918725,0.0043217456,0.0013531111,0.00042257452,0.0012455147,0.0007844698],"domain_scores_gemma":[0.9637024,0.013418487,0.003050078,0.000882558,0.009577556,0.009368991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00922982,0.0015022955,0.003182051,0.0051613417,0.0040491736,0.009212064,0.0033175398,0.006122938,0.011982385],"category_scores_gemma":[0.072573006,0.0008919716,0.0022517187,0.0019316843,0.0013900099,0.0115231415,0.0047350116,0.012740965,0.006513526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003242744,0.0016997068,0.07548294,0.0013675202,0.00025759006,0.0029920477,0.0029120767,0.0014799086,0.0002896124,0.0025115595,0.49422026,0.41646254],"study_design_scores_gemma":[0.00135811,0.002061268,0.186039,0.05162179,0.0016375983,0.010759101,0.066890575,0.014982281,0.002134328,0.123991914,0.5366187,0.0019053296],"about_ca_topic_score_codex":0.009498432,"about_ca_topic_score_gemma":0.023353107,"teacher_disagreement_score":0.011982385,"about_ca_system_score_codex":0.0024991683,"about_ca_system_score_gemma":0.0118450085,"threshold_uncertainty_score":0.04881257},"labels":[],"label_agreement":null},{"id":"W2336091287","doi":"10.1016/j.soard.2015.08.147","title":"Bleeding Following Bariatric Surgery: What Patient Factors and Clinical Indicators Should We Look For?","year":2015,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Surgery; Complication; Incidence (geometry); Body mass index; Obesity; Adverse effect; Laparoscopy; Population; General surgery","score_opus":0.05676473907037071,"score_gpt":0.30492042157367394,"score_spread":0.24815568250330322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336091287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7295798,0.06992969,0.0040748315,0.17729352,0.0025304004,0.00018740774,0.002835517,0.00016607475,0.013402762],"genre_scores_gemma":[0.9656642,0.019053686,0.004510774,0.0060415133,0.0025775747,0.00010237822,0.0015198229,0.000038374186,0.0004916498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801034,0.0005161721,0.0005653562,0.00016012347,0.0004885188,0.00025949095],"domain_scores_gemma":[0.9904565,0.0028104014,0.0033841606,0.0002173563,0.0013397149,0.0017917572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029551762,0.00053188164,0.001768255,0.0019799052,0.0011034239,0.0026355782,0.00093997613,0.0021682212,0.0020668623],"category_scores_gemma":[0.02355064,0.0004131731,0.0013629743,0.0030371968,0.0007347658,0.0053987363,0.0007360125,0.004691398,0.00042506043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018779539,0.00018920639,0.9589942,0.00024162783,0.00015553189,0.00040012537,0.0003055007,0.00013474264,0.00008175906,0.0003245965,0.005756031,0.033228908],"study_design_scores_gemma":[0.00006674357,0.00034615622,0.98147225,0.0015630177,0.00042477116,0.0021588414,0.0046173953,0.0011360254,0.00021570496,0.0024790852,0.0053895037,0.00013036934],"about_ca_topic_score_codex":0.0058832993,"about_ca_topic_score_gemma":0.00977676,"teacher_disagreement_score":0.0058832993,"about_ca_system_score_codex":0.0008988698,"about_ca_system_score_gemma":0.0029334913,"threshold_uncertainty_score":0.015628695},"labels":[],"label_agreement":null},{"id":"W2337993592","doi":"10.1016/j.soard.2016.03.016","title":"The impact of history of exposure to abuse on outcomes after bariatric surgery: data from the Ontario Bariatric Registry","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Women's College Hospital; University of Toronto","funders":"International Business Machines Corporation","keywords":"Medicine; Surgery; General surgery","score_opus":0.02554585971471666,"score_gpt":0.25107849966440166,"score_spread":0.225532639949685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337993592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777068,0.0015627693,0.000121831275,0.001042095,0.00002573722,0.000039067832,0.015909545,0.000010214777,0.0035819581],"genre_scores_gemma":[0.9926891,0.0008786944,0.00011099367,0.00012193874,0.000017874236,0.000023018267,0.0055328156,0.000007975053,0.0006176388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749124,0.0004232108,0.00029397462,0.00029709004,0.00082734396,0.0006671929],"domain_scores_gemma":[0.9886468,0.0009582456,0.0053400183,0.00070431596,0.00256174,0.0017888587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013602459,0.00029325343,0.0005970949,0.0020104195,0.0014824338,0.0013909406,0.0014525523,0.00068027264,0.0025003809],"category_scores_gemma":[0.009391658,0.000547639,0.000912143,0.007452516,0.00074618007,0.00093753386,0.0016204917,0.0008654366,0.00023595688],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020530402,0.0000068953755,0.99873847,0.000013537389,0.000049542086,0.00002973227,0.00020484453,0.00001896479,0.000014085883,0.000029026327,0.00046897723,0.00040531033],"study_design_scores_gemma":[0.0000020362988,0.000003870722,0.9992423,0.000015022153,0.00001641945,0.000023708517,0.00034476453,0.0000397049,0.000005324447,0.00000671398,0.00029692214,0.0000032060632],"about_ca_topic_score_codex":0.9420529,"about_ca_topic_score_gemma":0.9794916,"teacher_disagreement_score":0.0579471,"about_ca_system_score_codex":0.010408009,"about_ca_system_score_gemma":0.014244584,"threshold_uncertainty_score":0.11657667},"labels":[],"label_agreement":null},{"id":"W2340010306","doi":"10.1016/j.soard.2015.08.181","title":"Bariatric Surgery in the Elderly: A Systematic Review","year":2015,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Surgery; Obesity; Incidence (geometry); Cohort; Weight loss; General surgery; Internal medicine","score_opus":0.04721620369191294,"score_gpt":0.3090838738202346,"score_spread":0.2618676701283217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340010306","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000870024,0.9985727,0.000045836947,0.000095844494,0.0000679084,0.00006744942,0.00019971497,0.0000029994267,0.00007745256],"genre_scores_gemma":[0.00913411,0.9900613,0.000201319,0.00030771695,0.000055628567,0.000092656606,0.00008683397,0.0000015489322,0.000058943377],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99777335,0.0004892601,0.0010050642,0.00025662463,0.0003510196,0.00012461346],"domain_scores_gemma":[0.9931899,0.004250865,0.00185966,0.000082786806,0.00045248432,0.0001642703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026878524,0.0016681737,0.008047442,0.00673252,0.0005018715,0.0018904821,0.0012058367,0.0017299653,0.003519809],"category_scores_gemma":[0.013126194,0.0009715701,0.0072852625,0.008626507,0.0005458949,0.0018787241,0.0016088937,0.0011432415,0.00020908513],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032213764,0.000029743203,0.0023710164,0.943097,0.02535517,0.00021409614,0.00013142455,0.00009822717,0.00016554959,0.000112037706,0.001986199,0.026117472],"study_design_scores_gemma":[0.0007522311,0.00030551598,0.01512309,0.64126885,0.3223489,0.0009676938,0.00046507322,0.000116973366,0.00017782282,0.00035240612,0.018033827,0.00008763098],"about_ca_topic_score_codex":0.009948876,"about_ca_topic_score_gemma":0.0411579,"teacher_disagreement_score":0.009948876,"about_ca_system_score_codex":0.0022350408,"about_ca_system_score_gemma":0.005848843,"threshold_uncertainty_score":0.019781947},"labels":[],"label_agreement":null},{"id":"W2341302523","doi":"10.1016/j.soard.2016.04.012","title":"The role of routine preoperative upper endoscopy in bariatric surgery: a systematic review and meta-analysis","year":2016,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Esophagogastroduodenoscopy; Surgery; Endoscopy; Meta-analysis; MEDLINE; Asymptomatic; Hiatal hernia; Sleeve gastrectomy; General surgery; Peptic; Obesity; Weight loss; Peptic ulcer; Internal medicine; Gastric bypass; Disease","score_opus":0.028336891349896077,"score_gpt":0.2961391274707659,"score_spread":0.2678022361208698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341302523","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036482965,0.99564505,0.00021360579,0.0000950447,0.000096852855,0.000049589835,0.00015380722,0.000008262885,0.00008948834],"genre_scores_gemma":[0.152707,0.8433262,0.0017596945,0.0010873387,0.00029072183,0.0002162432,0.00039605418,0.000020806685,0.00019586612],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99301517,0.0023859239,0.0027200591,0.00089679606,0.0007280787,0.00025394963],"domain_scores_gemma":[0.9839933,0.01184686,0.002676045,0.000516384,0.0007611429,0.00020628655],"candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.008854086,0.0024498866,0.013889585,0.004086591,0.00051081926,0.002871231,0.0019044552,0.0025865976,0.0029910977],"category_scores_gemma":[0.025481323,0.0015857636,0.02848446,0.0051382827,0.0007854571,0.0023047896,0.0017563164,0.0021444468,0.0002551234],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002457382,0.000051035222,0.01078666,0.31483135,0.6521694,0.00016463504,0.000112102935,0.00031220927,0.00028849108,0.00009896286,0.0005609409,0.018166818],"study_design_scores_gemma":[0.0004467409,0.0001592808,0.0057642483,0.012847918,0.97923845,0.000100931626,0.000060901057,0.00009637026,0.000076309276,0.00010978961,0.0010710815,0.000027978427],"about_ca_topic_score_codex":0.0049291905,"about_ca_topic_score_gemma":0.016994605,"teacher_disagreement_score":0.9861104,"about_ca_system_score_codex":0.001388097,"about_ca_system_score_gemma":0.0025683665,"threshold_uncertainty_score":0.04682547},"labels":[],"label_agreement":null},{"id":"W2343776705","doi":"10.1016/j.soard.2016.04.023","title":"Sleeve gastrectomy leads to weight loss in the Magel2 knockout mouse","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Genetic Syndromes and Imprinting","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Weight loss; Internal medicine; Obesity; Sleeve gastrectomy; Endocrinology; Lean body mass; Knockout mouse; Weight gain; Body weight; Gastric bypass","score_opus":0.006801932565752736,"score_gpt":0.2175652416658789,"score_spread":0.21076330910012617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343776705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907755,0.0007449441,0.004374285,0.0004161428,0.00014574848,0.000034810048,0.0016621703,0.00052643346,0.001319937],"genre_scores_gemma":[0.97785485,0.0012987083,0.004559165,0.00023054075,0.00007807461,0.000119716286,0.00143157,0.00049968634,0.01392766],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995598,0.000046942783,0.000053703625,0.00013157245,0.00013201058,0.00007593718],"domain_scores_gemma":[0.99923086,0.0001146428,0.00027994465,0.0000586637,0.000023217202,0.0002926245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039020096,0.0014762931,0.0007446936,0.0017380806,0.00040672833,0.0008271821,0.0006313066,0.001502239,0.0046052947],"category_scores_gemma":[0.00034739514,0.0008053385,0.0008479026,0.00049681525,0.0012142197,0.00051974907,0.00083167996,0.0019181508,0.0011678876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050296576,0.00008134016,0.0003602939,0.000041868007,0.00002483869,0.00061745476,0.000034976427,0.00019121694,0.99668044,0.00042792814,0.00012627343,0.0009103616],"study_design_scores_gemma":[0.00047124122,0.0007205931,0.017844718,0.000059861053,0.00020078564,0.0047937306,0.00022700215,0.003246433,0.9657231,0.0006694032,0.0059820963,0.00006108701],"about_ca_topic_score_codex":0.00060981826,"about_ca_topic_score_gemma":0.001308427,"teacher_disagreement_score":0.0046052947,"about_ca_system_score_codex":0.0004739221,"about_ca_system_score_gemma":0.00033931425,"threshold_uncertainty_score":0.015406251},"labels":[],"label_agreement":null},{"id":"W2379560563","doi":"10.1016/j.soard.2016.05.007","title":"A nationwide safety analysis of bariatric surgery in nonseverely obese patients with type 2 diabetes","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Center for Research Resources","keywords":"Medicine; Surgery; Odds ratio; Body mass index; Sleeve gastrectomy; Type 2 diabetes; Confidence interval; Overweight; Obesity; Cohort; Diabetes mellitus; Incidence (geometry); Weight loss; Gastric bypass; Internal medicine","score_opus":0.007521296334508145,"score_gpt":0.21095561690550274,"score_spread":0.2034343205709946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2379560563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99682355,0.0004642636,0.0001249317,0.00015972425,0.000020116335,0.000026164262,0.0018639237,0.000003973055,0.0005133287],"genre_scores_gemma":[0.9962478,0.00020433057,0.0001263282,0.00022257344,0.000040606064,0.000022873935,0.0030066848,0.0000029148027,0.00012580342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99711394,0.0010230553,0.0004539321,0.0005163881,0.00054351747,0.00034903202],"domain_scores_gemma":[0.99129736,0.0026018568,0.004065316,0.0006117858,0.0008018301,0.0006218465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002159336,0.00031103485,0.00062316406,0.0011817884,0.0005902433,0.001012765,0.0005374326,0.00065185595,0.0012692424],"category_scores_gemma":[0.006276433,0.00038298243,0.001909546,0.0019936222,0.0003655745,0.0007143146,0.00070153066,0.00091993355,0.00014768672],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015371704,0.00018148517,0.9944834,0.000052659732,0.001034157,0.000107023676,0.00003178599,0.00013917392,0.00018594848,0.00006476708,0.00056797854,0.0016144835],"study_design_scores_gemma":[0.00023499972,0.00046196108,0.99696666,0.000018975357,0.0007003794,0.00018753958,0.00019151569,0.000682493,0.00007422517,0.00006634157,0.000402682,0.000012325135],"about_ca_topic_score_codex":0.010832312,"about_ca_topic_score_gemma":0.016162243,"teacher_disagreement_score":0.010832312,"about_ca_system_score_codex":0.0010106411,"about_ca_system_score_gemma":0.0014085035,"threshold_uncertainty_score":0.021538496},"labels":[],"label_agreement":null},{"id":"W2399171980","doi":"10.1016/j.soard.2016.05.020","title":"Long-term outcome after laparoscopic sleeve gastrectomy in patients over 65 years old: a retrospective analysis","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Surgery; Retrospective cohort study; Outcome (game theory); Term (time); General surgery; Sleeve gastrectomy; Gastric bypass; Internal medicine; Obesity; Weight loss","score_opus":0.0072748363781731384,"score_gpt":0.2437493426446069,"score_spread":0.23647450626643376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399171980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987668,0.00051162305,0.000039182483,0.00002783735,0.00001054694,0.000003969283,0.00038173905,0.000001481142,0.00025682992],"genre_scores_gemma":[0.99875915,0.00025987148,0.000024204706,0.00003000174,0.000020217869,0.0000060142233,0.00080474257,0.0000014621758,0.00009446028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995171,0.00005914655,0.00010887734,0.00010570381,0.00006820118,0.00014106446],"domain_scores_gemma":[0.9983188,0.0002448456,0.0007418715,0.00009391707,0.0001469775,0.0004536574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005216631,0.0003413803,0.00069228467,0.0016147732,0.0007430688,0.0009995579,0.00040669518,0.00076420675,0.0012131187],"category_scores_gemma":[0.0015831467,0.00035176962,0.0013999749,0.0018999658,0.00043803515,0.0010211987,0.00080987165,0.0008523815,0.00021535024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009416848,0.000022629116,0.99921906,0.000008706788,0.00007506477,0.00016357981,0.000036300615,0.000014628735,0.000039637274,0.0000094189445,0.000033556444,0.0002830908],"study_design_scores_gemma":[0.000005368966,0.00009259352,0.99865925,0.000008215884,0.00008383607,0.0005179154,0.0004216731,0.0000479448,0.000018616836,0.000020252586,0.00011735744,0.000006915474],"about_ca_topic_score_codex":0.0043326537,"about_ca_topic_score_gemma":0.00528678,"teacher_disagreement_score":0.0043326537,"about_ca_system_score_codex":0.00046477158,"about_ca_system_score_gemma":0.00049549015,"threshold_uncertainty_score":0.008614898},"labels":[],"label_agreement":null},{"id":"W2410567887","doi":"10.1016/j.soard.2016.04.006","title":"Paired editorial: Prospective evaluation of routine early computed tomography scanner in laparoscopic sleeve gastrectomy","year":2016,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Medicine; Sleeve gastrectomy; Computed tomography; Radiology; Prospective cohort study; Surgery; Tomography; Laparoscopy; General surgery; Gastric bypass; Weight loss; Obesity","score_opus":0.015406794836034037,"score_gpt":0.2510705826598661,"score_spread":0.23566378782383204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410567887","genre_codex":"editorial","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023499958,0.0024834874,0.00024934937,0.480169,0.5091749,0.00005370628,0.00056053477,0.00010120396,0.0048578414],"genre_scores_gemma":[0.01135344,0.0014379725,0.00030385974,0.30106384,0.67842036,0.00006556376,0.00021808803,0.00006153333,0.007075331],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99510694,0.0012039042,0.001042501,0.0006689422,0.001523825,0.0004538461],"domain_scores_gemma":[0.98191476,0.009338388,0.0020872264,0.00054244674,0.0040453062,0.002071817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00432645,0.0014526297,0.002604503,0.001794441,0.0020139068,0.004863169,0.0020810666,0.02210328,0.0037963812],"category_scores_gemma":[0.036720898,0.0011863202,0.0014122166,0.0011308995,0.0017711804,0.0018022844,0.0009595055,0.017911077,0.004765825],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020544381,0.00008416326,0.0036404154,0.00015939957,0.000076262324,0.0029847317,0.000050497594,0.00005982366,0.00011756673,0.00030549648,0.98742396,0.004892183],"study_design_scores_gemma":[0.0009945739,0.0005163316,0.024353333,0.0019468577,0.00089247496,0.01176645,0.00070753176,0.0028564127,0.0010425366,0.003937936,0.9507345,0.0002509514],"about_ca_topic_score_codex":0.0019242896,"about_ca_topic_score_gemma":0.004054371,"teacher_disagreement_score":0.02210328,"about_ca_system_score_codex":0.0028235095,"about_ca_system_score_gemma":0.0024756007,"threshold_uncertainty_score":0.022880733},"labels":[],"label_agreement":null},{"id":"W2508380384","doi":"10.1016/j.soard.2016.08.023","title":"Laparoscopic treatment of gastrocolic fistula: a rare complication post-sleeve gastrectomy","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Surgery; General surgery; Duodenal switch; Gastric bypass; Weight loss; Complication; Obesity; Internal medicine","score_opus":0.015098122698445487,"score_gpt":0.2522599203234119,"score_spread":0.2371617976249664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508380384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97969913,0.006023692,0.003976651,0.003151949,0.0004668692,0.000066148285,0.00017984708,0.00024432506,0.006191336],"genre_scores_gemma":[0.9955539,0.001024394,0.0009951094,0.00055575365,0.0008430614,0.000021391228,0.0001572323,0.000021180354,0.000827915],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99932086,0.000096458614,0.00010071392,0.00009367019,0.000116100135,0.0002722491],"domain_scores_gemma":[0.9969849,0.0006215086,0.0009226337,0.00027440873,0.00009039396,0.0011060728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003607336,0.00091881363,0.00090790685,0.0014801839,0.0019933414,0.0016476302,0.00090217154,0.0038897956,0.0023250354],"category_scores_gemma":[0.0041840216,0.00040569965,0.0015356994,0.0009630977,0.0010296975,0.0021104089,0.001350333,0.002926839,0.00057416444],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021224236,0.00014761153,0.040835053,0.00010033099,0.00005278341,0.94910085,0.0001368189,0.00013420585,0.0011914123,0.00040935568,0.00056547596,0.0071138004],"study_design_scores_gemma":[0.000020375695,0.00013966819,0.0105470335,0.000017567578,0.000015914604,0.98800266,0.00010693393,0.00018339035,0.00037160268,0.00017381589,0.00041125176,0.000009701553],"about_ca_topic_score_codex":0.00029682234,"about_ca_topic_score_gemma":0.0006113639,"teacher_disagreement_score":0.0038897956,"about_ca_system_score_codex":0.00075045845,"about_ca_system_score_gemma":0.0007396096,"threshold_uncertainty_score":0.007777989},"labels":[],"label_agreement":null},{"id":"W2512430493","doi":"10.1016/j.soard.2016.08.018","title":"Development of consensus-derived quality indicators for laparoscopic Roux-en-Y gastric bypass surgery","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Inclusion (mineral); Likert scale; Delphi method; Multidisciplinary approach; Surgery; General surgery","score_opus":0.025069350513335892,"score_gpt":0.2889478578415448,"score_spread":0.26387850732820894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512430493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6181424,0.008113681,0.2962265,0.004794817,0.0014852828,0.010637614,0.03275626,0.0018172953,0.026026178],"genre_scores_gemma":[0.69988745,0.0011290401,0.27129874,0.0004104007,0.00011716504,0.0069114887,0.019455677,0.00015944339,0.00063062436],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9619622,0.0118610775,0.012323005,0.002823089,0.009677692,0.0013530321],"domain_scores_gemma":[0.8590848,0.037722033,0.019846858,0.0042107357,0.07568837,0.0034472754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.060463533,0.0013421049,0.0029278982,0.012610419,0.0014245781,0.0039192163,0.0024913433,0.0012104368,0.0015838208],"category_scores_gemma":[0.13280916,0.00063958723,0.0035339077,0.00966876,0.0005588732,0.0026526633,0.004015521,0.002572621,0.0005802656],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012416276,0.00076018705,0.7506432,0.0027516666,0.0027390325,0.0001317206,0.0021788802,0.0099592395,0.0009608573,0.005682648,0.018249776,0.20470122],"study_design_scores_gemma":[0.0009770324,0.0022126876,0.8267553,0.004062322,0.002891779,0.00040290388,0.006088183,0.099949315,0.006194065,0.012224524,0.03783383,0.00040814138],"about_ca_topic_score_codex":0.008554204,"about_ca_topic_score_gemma":0.010054751,"teacher_disagreement_score":0.060463533,"about_ca_system_score_codex":0.004952719,"about_ca_system_score_gemma":0.009699774,"threshold_uncertainty_score":0.31976557},"labels":[],"label_agreement":null},{"id":"W2521945631","doi":"10.1016/j.soard.2016.09.013","title":"Acute pain management in morbid obesity – an evidence based clinical update","year":2016,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Modalities; Clinical trial; Acute pain; Perioperative; Intensive care medicine; Opioid; Morbid obesity; Evidence-based medicine; MEDLINE; Evidence-based practice; Pain management; Obesity; Physical therapy; Weight loss; Surgery; Alternative medicine; Anesthesia; Internal medicine","score_opus":0.0683171499068174,"score_gpt":0.3812284367746468,"score_spread":0.3129112868678294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521945631","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010510265,0.99951184,0.000033393255,0.00010256793,0.00006658455,0.000009247441,0.000024316918,0.0000017110679,0.00014526617],"genre_scores_gemma":[0.0007503729,0.99875045,0.0001604436,0.0001842253,0.00007643938,0.000008083056,0.000021836846,5.953008e-7,0.000047616613],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999295,0.00014690784,0.0002581489,0.000084046,0.0001778319,0.000037973106],"domain_scores_gemma":[0.9975425,0.0016233835,0.0005075222,0.000024453217,0.00025384524,0.00004826404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015604753,0.0010055519,0.0033526614,0.0035549793,0.00029025687,0.0019110735,0.001268446,0.0014609714,0.0045038243],"category_scores_gemma":[0.003712094,0.00053081,0.0024070013,0.0033032887,0.00046758246,0.0016645668,0.00086040824,0.0017476792,0.00056699757],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042375035,0.00018718088,0.0007511391,0.3849142,0.002393766,0.00028332433,0.000116910815,0.0003674677,0.0006963606,0.0009162741,0.013438076,0.5955116],"study_design_scores_gemma":[0.0011884869,0.00085559796,0.011712544,0.4778145,0.029266054,0.004015036,0.0005551303,0.0005804358,0.0006007026,0.0024463094,0.47079927,0.00016594562],"about_ca_topic_score_codex":0.002383399,"about_ca_topic_score_gemma":0.007920765,"teacher_disagreement_score":0.0045038243,"about_ca_system_score_codex":0.0006808706,"about_ca_system_score_gemma":0.0023399487,"threshold_uncertainty_score":0.015066743},"labels":[],"label_agreement":null},{"id":"W2528891250","doi":"10.1016/j.soard.2016.08.491","title":"How to treat stenosis after sleeve gastrectomy?","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Stenosis; Surgery; Endoscope; Balloon dilation; Stent; Sleeve gastrectomy; Balloon; Endoscopy; Roux-en-Y anastomosis; Gastric bypass; Radiology; Weight loss; Internal medicine","score_opus":0.010784829437489197,"score_gpt":0.22095288415245948,"score_spread":0.21016805471497027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528891250","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17639016,0.28045735,0.010151813,0.4459052,0.02751213,0.00025216906,0.00044451735,0.0005199862,0.058366645],"genre_scores_gemma":[0.5759233,0.16068107,0.016057448,0.11404317,0.11627822,0.0003008395,0.0009774521,0.00017807687,0.015560312],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946636,0.00010890899,0.0000919123,0.000057895657,0.00017098417,0.00010400567],"domain_scores_gemma":[0.99839646,0.0003796403,0.00027769885,0.00004497284,0.0002059481,0.00069536065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011799026,0.00053430896,0.0012812043,0.0011319342,0.0009535081,0.0015941353,0.00047262415,0.0030960508,0.004050818],"category_scores_gemma":[0.004371967,0.00014088699,0.0011016142,0.00045023725,0.0008855804,0.0020989077,0.0006204723,0.0032452352,0.0011949257],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019691736,0.0023746174,0.032119177,0.0025720242,0.0005252068,0.0073613035,0.0004112147,0.0007655675,0.0027203348,0.0037405037,0.082411185,0.8630298],"study_design_scores_gemma":[0.006411076,0.013148604,0.36257732,0.02363912,0.0032892565,0.08400064,0.010162323,0.0042522363,0.0068803895,0.05772718,0.42709973,0.00081204507],"about_ca_topic_score_codex":0.0008682887,"about_ca_topic_score_gemma":0.002872259,"teacher_disagreement_score":0.004050818,"about_ca_system_score_codex":0.00038248015,"about_ca_system_score_gemma":0.0013224523,"threshold_uncertainty_score":0.013551354},"labels":[],"label_agreement":null},{"id":"W2529584124","doi":"10.1016/j.soard.2016.10.003","title":"Bariatric operative reporting: Quality assessment and perceptions among bariatric surgeons","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Respondent; Audit; Narrative; Documentation; Likert scale; Quality (philosophy); General surgery; Sleeve gastrectomy; Surgery; Family medicine; Gastric bypass; Weight loss; Internal medicine; Psychology","score_opus":0.029439065041634106,"score_gpt":0.33791945406501567,"score_spread":0.30848038902338154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529584124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958769,0.0004925734,0.00023044854,0.0015721462,0.000044883658,0.000036889913,0.00018730082,0.000006225452,0.0015525658],"genre_scores_gemma":[0.99835926,0.00029957725,0.00041398458,0.0004850688,0.000030663814,0.000021687403,0.00014954535,0.000006209777,0.00023403885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931865,0.0023392737,0.0017001092,0.00034782404,0.0017028612,0.00072339026],"domain_scores_gemma":[0.9132941,0.031742383,0.029258635,0.001838533,0.015750322,0.008116001],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0128634395,0.00017704605,0.0003418856,0.0022207545,0.0013253391,0.0025787177,0.00054799614,0.0007593014,0.0020859821],"category_scores_gemma":[0.06688535,0.00032131918,0.0008004645,0.0018818079,0.0010744813,0.0017469974,0.0023367552,0.0012502761,0.0002121692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011613875,0.00011346755,0.977745,0.00007338644,0.000077308076,0.00007188677,0.012639336,0.000062909065,0.0002537204,0.00011288375,0.00059544697,0.008138509],"study_design_scores_gemma":[0.000021794538,0.00033390417,0.92380893,0.00018443316,0.000049367016,0.0003216918,0.07113612,0.00052483974,0.00026417896,0.00020682243,0.0030867176,0.000061137056],"about_ca_topic_score_codex":0.011599692,"about_ca_topic_score_gemma":0.014124307,"teacher_disagreement_score":0.98713654,"about_ca_system_score_codex":0.0021287855,"about_ca_system_score_gemma":0.002639336,"threshold_uncertainty_score":0.068029225},"labels":[],"label_agreement":null},{"id":"W2532382992","doi":"10.1016/j.soard.2016.08.267","title":"Opportunities for Education and Training in Bariatric Surgery: A Systematic Review. Alhabdan S, Alamri H, Aggarwal R","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery; General surgery","score_opus":0.03797364369561495,"score_gpt":0.2693782277358955,"score_spread":0.23140458404028053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532382992","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034491764,0.99462944,0.0001055212,0.0010374875,0.000110743356,0.000080185004,0.000308303,0.000004792997,0.00027449656],"genre_scores_gemma":[0.06484234,0.93282914,0.00074080634,0.0008048643,0.00014281955,0.0002550593,0.0002430365,0.0000038627713,0.00013799024],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9961265,0.001684643,0.0012152072,0.0001991408,0.00060519524,0.00016936504],"domain_scores_gemma":[0.96784717,0.023907406,0.0055250805,0.00038045255,0.001774069,0.0005659989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063704485,0.00056156755,0.0027709182,0.0040196516,0.00043997797,0.0010117486,0.0007392157,0.0009515147,0.0039025315],"category_scores_gemma":[0.036611766,0.00057308597,0.0054356703,0.004801559,0.00043729148,0.0014904554,0.0011768574,0.0010760111,0.00015215644],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015617368,0.00017619037,0.016606439,0.7435504,0.023954099,0.00023040693,0.00046138576,0.00018457128,0.00020101626,0.0004060613,0.009346368,0.20332131],"study_design_scores_gemma":[0.0024336183,0.00058860605,0.085586466,0.7066296,0.16700943,0.0007026569,0.00090163364,0.00019766796,0.00031986975,0.0008397649,0.034695618,0.000095130024],"about_ca_topic_score_codex":0.008559783,"about_ca_topic_score_gemma":0.034932446,"teacher_disagreement_score":0.008559783,"about_ca_system_score_codex":0.0012592336,"about_ca_system_score_gemma":0.0059486376,"threshold_uncertainty_score":0.03369057},"labels":[],"label_agreement":null},{"id":"W2534281793","doi":"10.1016/j.soard.2016.08.121","title":"Laparoscopic Adjustable Gastric Banding (LAGB) After Failed Gastric Bypass; An Update of the Largest Canadian Case Series","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Laparoscopic adjustable gastric banding; Gastric bypass; Gastric banding; Surgery; Pouch; Weight loss; Dilation (metric space); Obesity; Internal medicine","score_opus":0.009122264249090064,"score_gpt":0.2157519310642266,"score_spread":0.20662966681513653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2534281793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6298946,0.2998636,0.0016590786,0.009274956,0.0012712895,0.00043592692,0.011681528,0.00022583325,0.045693148],"genre_scores_gemma":[0.7996767,0.17998458,0.0033589436,0.004354391,0.0017480748,0.00008457415,0.008175617,0.0001421582,0.0024749553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808466,0.00007026461,0.00027559308,0.0002806845,0.0009042902,0.000384617],"domain_scores_gemma":[0.99252206,0.0009459454,0.0020820824,0.00033347422,0.0030303425,0.001086118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096014247,0.0010000818,0.00073127233,0.007938805,0.002329742,0.002385823,0.0021883338,0.001817464,0.003072354],"category_scores_gemma":[0.006456824,0.0006293983,0.0009075679,0.009159434,0.0015282058,0.001839544,0.0010956408,0.0015065868,0.00070440094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031406005,0.00020473448,0.73452026,0.002113202,0.00036444858,0.06921699,0.0016867529,0.0003283729,0.0015561325,0.0009798375,0.05370616,0.13500893],"study_design_scores_gemma":[0.00007123259,0.000060652103,0.7130696,0.0039645606,0.00076128595,0.22382797,0.004219798,0.00046333348,0.0004889664,0.00032855233,0.052557558,0.00018648678],"about_ca_topic_score_codex":0.58938044,"about_ca_topic_score_gemma":0.8160466,"teacher_disagreement_score":0.41061956,"about_ca_system_score_codex":0.01080231,"about_ca_system_score_gemma":0.022465775,"threshold_uncertainty_score":0.82607555},"labels":[],"label_agreement":null},{"id":"W2535239830","doi":"10.1016/j.soard.2016.08.141","title":"Fellow and Attending Surgeon Operative Notes are Deficient in Reporting Established Quality Indicators for Roux en Y Gastric Bypass","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Gastric bypass; Documentation; Quality (philosophy); Health care; Quality assurance; Health professionals; General surgery; Surgery; Medical emergency; Weight loss; Internal medicine; Obesity; Pathology","score_opus":0.026777539107167316,"score_gpt":0.3154065160286569,"score_spread":0.2886289769214896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535239830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893232,0.0013243625,0.000621616,0.002425445,0.0002488643,0.000048051414,0.0017680199,0.000037496895,0.0042029573],"genre_scores_gemma":[0.99679583,0.0005940426,0.0008855253,0.00042474392,0.00008817772,0.000024042942,0.0008062469,0.000014045407,0.00036737128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938018,0.001580664,0.0022928272,0.00048658866,0.0012487266,0.0005894999],"domain_scores_gemma":[0.87430406,0.039901007,0.057703897,0.0040813684,0.017169172,0.006840543],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0061574085,0.00024000794,0.00038986318,0.0021722647,0.00060854526,0.0016333697,0.000718244,0.00067153247,0.0024931724],"category_scores_gemma":[0.088922866,0.000328141,0.0005485796,0.0026558773,0.0003915663,0.0017055041,0.00131739,0.00081013713,0.00045036478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007561509,0.00003732015,0.99021214,0.000058984242,0.00003874916,0.000046112767,0.0004333251,0.00004046334,0.00008811739,0.000029593704,0.0010401721,0.007899373],"study_design_scores_gemma":[0.000010975625,0.000087112516,0.9943499,0.00016718164,0.000052735733,0.00019667145,0.0033490935,0.00031508764,0.00012613373,0.00008041791,0.0012461697,0.000018485907],"about_ca_topic_score_codex":0.014712693,"about_ca_topic_score_gemma":0.021000905,"teacher_disagreement_score":0.9938426,"about_ca_system_score_codex":0.0009297273,"about_ca_system_score_gemma":0.0021523908,"threshold_uncertainty_score":0.032563925},"labels":[],"label_agreement":null},{"id":"W2535412576","doi":"10.1016/j.soard.2020.04.021","title":"Five-year results after resleeve gastrectomy","year":2020,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Surgery; Weight loss; Reflux; Anastomosis; Gastrectomy; Body mass index; Cancer; Disease; Internal medicine; Obesity","score_opus":0.013275961298429322,"score_gpt":0.23045158913090974,"score_spread":0.21717562783248043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535412576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939719,0.0016877603,0.00015808304,0.00019169504,0.0000951161,0.000010305448,0.0019707452,0.000020177491,0.0018942216],"genre_scores_gemma":[0.9962149,0.00024744484,0.000050055954,0.00007326582,0.000042484124,0.0000064119295,0.0026618424,0.000004490722,0.00069916545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921274,0.00011768784,0.00010273525,0.00010126873,0.00011918634,0.00034632665],"domain_scores_gemma":[0.9978047,0.00037480687,0.00061719056,0.0001385798,0.00028879178,0.0007759009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009826486,0.00055143883,0.001012737,0.0017352377,0.00064847985,0.0011055387,0.0007934127,0.0010578003,0.003316222],"category_scores_gemma":[0.0024168948,0.00014687961,0.003435997,0.0010227107,0.000508102,0.0011519447,0.0011003357,0.001013222,0.0006192733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018264012,0.0020045184,0.9276823,0.000327141,0.002355093,0.0018833951,0.0007395164,0.0023988704,0.0008598444,0.00032533618,0.0020843158,0.04107561],"study_design_scores_gemma":[0.000112473615,0.0036140936,0.99248743,0.000046960307,0.0009142546,0.0006381624,0.00065891806,0.00038077903,0.00025114397,0.00018328876,0.0006534106,0.000059009428],"about_ca_topic_score_codex":0.0068170973,"about_ca_topic_score_gemma":0.009326466,"teacher_disagreement_score":0.0068170973,"about_ca_system_score_codex":0.00087608444,"about_ca_system_score_gemma":0.00043521903,"threshold_uncertainty_score":0.013554871},"labels":[],"label_agreement":null},{"id":"W2536191406","doi":"10.1016/j.soard.2016.08.383","title":"Comparison of medial versus lateral approach for laparoscopic sleeve gastrectomy","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Sleeve gastrectomy; Surgery; Gastric bypass; Weight loss; Internal medicine","score_opus":0.033270224265830255,"score_gpt":0.30080138167121456,"score_spread":0.2675311574053843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536191406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99540484,0.002102407,0.0004621715,0.00011789807,0.00013259077,0.000031968422,0.00014865257,0.000011397637,0.0015880889],"genre_scores_gemma":[0.9966646,0.0011492117,0.00078480126,0.00017304052,0.00019853406,0.000044258275,0.0003097944,0.000010155907,0.00066563813],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9995047,0.00010997591,0.000075963704,0.00008887014,0.00010291258,0.00011751797],"domain_scores_gemma":[0.9989672,0.00037263348,0.00028316822,0.000048236634,0.000059156584,0.00026957065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084161997,0.00053954084,0.000981797,0.00047279583,0.0002207408,0.00094290165,0.00041466282,0.000458783,0.0040735756],"category_scores_gemma":[0.0019919598,0.0002226334,0.0019925437,0.00043481926,0.00043702373,0.0011977426,0.0005912179,0.0009267066,0.00036871247],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.48991284,0.0041678557,0.18238385,0.0032322481,0.0045577832,0.0015348851,0.0010982214,0.004385778,0.02012762,0.0013389006,0.0018422784,0.2854178],"study_design_scores_gemma":[0.022251155,0.20562667,0.73347443,0.0011154572,0.006518805,0.004760176,0.0042799525,0.00696057,0.0044861343,0.0021414899,0.008125629,0.0002594707],"about_ca_topic_score_codex":0.0008490927,"about_ca_topic_score_gemma":0.0030635085,"teacher_disagreement_score":0.0040735756,"about_ca_system_score_codex":0.00047214577,"about_ca_system_score_gemma":0.0005778623,"threshold_uncertainty_score":0.013627529},"labels":[],"label_agreement":null},{"id":"W2536552030","doi":"10.1016/j.soard.2016.08.318","title":"Laparoscopic Revision of Gastrojejunostomy for Weight Recidivism after Roux-en-Y gastric Bypass","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Gastric bypass; Roux-en-Y anastomosis; Recidivism; Surgery; Weight loss; Laparoscopy; General surgery; Internal medicine; Obesity","score_opus":0.008906372335778897,"score_gpt":0.23804919463091465,"score_spread":0.22914282229513575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536552030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98278975,0.0057403515,0.0026323523,0.0018078672,0.0011547564,0.000120724915,0.00020507604,0.00018813756,0.0053610383],"genre_scores_gemma":[0.9940509,0.0011636342,0.0012250604,0.0007940141,0.00102929,0.000049746093,0.00044128636,0.00003433297,0.0012116509],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.99947447,0.000045992503,0.00007631365,0.000059777714,0.00009175908,0.0002516354],"domain_scores_gemma":[0.9988431,0.00018135397,0.00024577003,0.000081479026,0.000091239395,0.0005571507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033686383,0.0010414247,0.0012140283,0.001355541,0.0021916025,0.0013267392,0.00088132685,0.0013881624,0.0028279999],"category_scores_gemma":[0.0019618305,0.00032175693,0.0022887853,0.0006048374,0.000661248,0.0010904804,0.0008835361,0.0021093886,0.00059399824],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029778478,0.00094659533,0.21497992,0.00058596797,0.000806073,0.69515353,0.0006868447,0.00045608994,0.00866849,0.00048919226,0.0049507814,0.06929867],"study_design_scores_gemma":[0.00036133677,0.0018943169,0.17951335,0.00018100475,0.0004404139,0.8086471,0.0009537385,0.0011400797,0.0021293298,0.0003488965,0.004301617,0.00008879233],"about_ca_topic_score_codex":0.0008730348,"about_ca_topic_score_gemma":0.0028502648,"teacher_disagreement_score":0.0028279999,"about_ca_system_score_codex":0.0008477612,"about_ca_system_score_gemma":0.00094506925,"threshold_uncertainty_score":0.009460628},"labels":[],"label_agreement":null},{"id":"W2537166236","doi":"10.1016/j.soard.2016.08.302","title":"Systematic Review of 5 year Diabetes Outcomes following Sleeve Gastrectomy in Populations with Obesity","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Sleeve gastrectomy; Type 2 Diabetes Mellitus; Obesity; Diabetes mellitus; Surgery; Type 2 diabetes; General surgery; Gastrectomy; Weight loss; Gastric bypass; Internal medicine; Endocrinology; Cancer","score_opus":0.011928296529634983,"score_gpt":0.2463307845910153,"score_spread":0.2344024880613803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2537166236","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018088425,0.9786436,0.00019150677,0.00020383242,0.00023828198,0.0002633213,0.0020622532,0.0000149603675,0.0002938265],"genre_scores_gemma":[0.40174422,0.5924837,0.0012989321,0.0013697468,0.00025561653,0.00078759197,0.0017162256,0.000023228291,0.00032079034],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9876993,0.0040682484,0.0056521753,0.0012633683,0.0009176402,0.0003992517],"domain_scores_gemma":[0.97653073,0.01339923,0.007464398,0.0006322914,0.0016125045,0.0003607501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006995646,0.001496208,0.010953387,0.0047204345,0.0005530869,0.0020004266,0.0015164374,0.001624892,0.0033021304],"category_scores_gemma":[0.037963435,0.0014497236,0.021848053,0.0056645013,0.00082242,0.0015860315,0.0019226831,0.0015210565,0.00021236631],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002600974,0.000034504934,0.017872298,0.64669937,0.3206336,0.00017350444,0.00021546076,0.00015612444,0.00018884106,0.00007882388,0.0010822617,0.010264237],"study_design_scores_gemma":[0.0024052102,0.00067028025,0.043791577,0.11858671,0.8288134,0.0003502139,0.00029820905,0.00009797336,0.00010921049,0.00016443557,0.004643514,0.00006931224],"about_ca_topic_score_codex":0.016609361,"about_ca_topic_score_gemma":0.057177637,"teacher_disagreement_score":0.016609361,"about_ca_system_score_codex":0.0027764218,"about_ca_system_score_gemma":0.0051715937,"threshold_uncertainty_score":0.03699696},"labels":[],"label_agreement":null},{"id":"W2537686221","doi":"10.1016/j.soard.2016.08.401","title":"Is laparoscopic greater curvature gastric plication a valuable operation for patients with morbid obesity? Follow-up of 61 consecutive patients","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Curvatures of the stomach; Morbid obesity; Surgery; Obesity; Weight loss; General surgery; Stomach; Internal medicine","score_opus":0.011932413866976965,"score_gpt":0.23223866695975623,"score_spread":0.22030625309277926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2537686221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995035,0.00015823513,0.000018047398,0.000034710585,0.00000533928,0.0000034228856,0.000079138284,8.030981e-7,0.00019668788],"genre_scores_gemma":[0.9995264,0.00014506449,0.000027060205,0.000031387186,0.000017086346,0.0000046941277,0.00018361163,7.113793e-7,0.00006416182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997211,0.0000368325,0.00004541086,0.000052703046,0.000055294244,0.00008858675],"domain_scores_gemma":[0.9986796,0.000299156,0.00057084765,0.00009180931,0.00010518502,0.0002533278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029819773,0.0002668422,0.0004074746,0.0008472593,0.00079726387,0.00072129804,0.00035698136,0.000812679,0.0012914003],"category_scores_gemma":[0.0018271811,0.0003869802,0.000501127,0.00089478097,0.000483885,0.0007344658,0.0005590999,0.00066557067,0.00024218157],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006895843,0.000032899243,0.99844354,0.000003844567,0.000010414471,0.00073237094,0.000067885754,0.000009940249,0.00013016917,0.000005568944,0.000029058407,0.00046532313],"study_design_scores_gemma":[0.000008168683,0.0001346099,0.99697137,0.000004807463,0.000022536695,0.002108185,0.00052592455,0.000058000773,0.000051135346,0.000011543267,0.0000986793,0.0000050005297],"about_ca_topic_score_codex":0.003616259,"about_ca_topic_score_gemma":0.0042497274,"teacher_disagreement_score":0.003616259,"about_ca_system_score_codex":0.00038413497,"about_ca_system_score_gemma":0.0004712177,"threshold_uncertainty_score":0.007190466},"labels":[],"label_agreement":null},{"id":"W2537964203","doi":"10.1016/j.soard.2016.08.258","title":"Iron Deficiency in Bariatric Surgery Patients - a Single Centre Experience Over 5 Years","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Surgery; Perioperative; Iron deficiency; Anemia; Ferritin; Hemoglobin; Incidence (geometry); Internal medicine","score_opus":0.018147401870476684,"score_gpt":0.2562945559989266,"score_spread":0.2381471541284499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2537964203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991824,0.00036687325,0.000031228643,0.000056655077,0.000007254222,0.000006441851,0.000036457932,0.0000013212784,0.00031132047],"genre_scores_gemma":[0.99911255,0.00041912636,0.000059062593,0.00006541812,0.000011833185,0.000005060935,0.000076558885,0.0000017696325,0.00024857814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996381,0.000068622314,0.0000532374,0.0000665312,0.000057633606,0.00011580839],"domain_scores_gemma":[0.9992255,0.000094136034,0.00023301004,0.000017046117,0.00008788815,0.00034243692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046949578,0.00029279024,0.0005437904,0.00061465474,0.0010475557,0.0009768473,0.00032686087,0.000582456,0.0012302798],"category_scores_gemma":[0.0013231145,0.0002430291,0.000384586,0.00076088303,0.00039510842,0.0005516076,0.00067889015,0.0004906179,0.00023108503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020499955,0.0004977897,0.97539353,0.000059572536,0.00005971468,0.009648364,0.0044215447,0.00006069902,0.0006355128,0.000037181646,0.00037173266,0.00860936],"study_design_scores_gemma":[0.0000252141,0.0012839627,0.9655678,0.00006282439,0.00006805444,0.020321142,0.011355352,0.00016294475,0.00016851783,0.000042982803,0.0009093435,0.00003197548],"about_ca_topic_score_codex":0.009781003,"about_ca_topic_score_gemma":0.016334396,"teacher_disagreement_score":0.009781003,"about_ca_system_score_codex":0.00085145887,"about_ca_system_score_gemma":0.00064553757,"threshold_uncertainty_score":0.019448161},"labels":[],"label_agreement":null},{"id":"W2538366658","doi":"10.1016/j.soard.2016.08.140","title":"Documentation of Quality of Care Data for Roux en Y Gastric Bypass: Comparison of Synoptic and Narrative Operative Reports","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; GERD; Contraindication; Surgery; Perioperative; Gastric bypass; Anastomosis; Reflux; Roux-en-Y anastomosis; General surgery; Disease; Internal medicine; Weight loss; Obesity","score_opus":0.1546135684215113,"score_gpt":0.49327404470371483,"score_spread":0.3386604762822035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2538366658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86076474,0.024266973,0.036809072,0.02052141,0.0014040425,0.007729307,0.020805078,0.00067507086,0.02702425],"genre_scores_gemma":[0.95459425,0.005803356,0.028781334,0.0015918871,0.0002066037,0.0028723844,0.0054855538,0.000086703185,0.0005778369],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.8381787,0.06837003,0.06845405,0.004274274,0.018831551,0.001891296],"domain_scores_gemma":[0.2573239,0.4292313,0.20494676,0.021254791,0.08097318,0.006270109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10353476,0.00035597713,0.0010198497,0.015981782,0.0010470997,0.004176671,0.001892687,0.0010893912,0.0016152759],"category_scores_gemma":[0.49059376,0.000801661,0.0011847025,0.011169327,0.001681109,0.0046919924,0.0050033308,0.0014718839,0.0002885949],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025405057,0.00035786594,0.70063454,0.014577061,0.0010813533,0.00045932058,0.03829151,0.0010096311,0.0008903202,0.005092516,0.014585854,0.22047946],"study_design_scores_gemma":[0.0008685782,0.0023011314,0.7922896,0.030509336,0.0016218792,0.0020525325,0.07987398,0.008627391,0.00440156,0.004738655,0.07217593,0.00053940096],"about_ca_topic_score_codex":0.007041599,"about_ca_topic_score_gemma":0.007131007,"teacher_disagreement_score":0.10353476,"about_ca_system_score_codex":0.00458967,"about_ca_system_score_gemma":0.016614784,"threshold_uncertainty_score":0.5475507},"labels":[],"label_agreement":null},{"id":"W2538970342","doi":"10.1016/j.soard.2016.08.174","title":"Effect of a Mobile Health Patient Engagement Tool for Postoperative care of Bariatric Surgery Patients","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Surgery; Mobile apps; Health care; General surgery","score_opus":0.014618690998180193,"score_gpt":0.336612723976085,"score_spread":0.3219940329779048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2538970342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99675995,0.00018244545,0.00014895834,0.00054920505,0.00011407914,0.00036292328,0.00019911454,0.000053093536,0.0016302427],"genre_scores_gemma":[0.9959632,0.00019510314,0.0014157345,0.00035299116,0.000075915545,0.00068884995,0.0001430515,0.000011024783,0.0011541898],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99691296,0.0017813406,0.00023800772,0.0002913399,0.00027253726,0.0005038035],"domain_scores_gemma":[0.98490983,0.011042332,0.0009348395,0.00038602162,0.0005308135,0.0021961578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029644165,0.0008770583,0.0009263839,0.0006502226,0.0008054172,0.0016968449,0.0006736738,0.0019196604,0.012553257],"category_scores_gemma":[0.02812276,0.00032789676,0.0018679225,0.0004155498,0.00048826536,0.0014388615,0.0021088307,0.0017311473,0.0008520562],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.13508424,0.17310451,0.09820027,0.0035191043,0.0018383507,0.00049614545,0.0077225473,0.0017979561,0.0031855144,0.00048263944,0.005789588,0.5687792],"study_design_scores_gemma":[0.040832855,0.40880805,0.5035119,0.0017154193,0.0056459634,0.00028720213,0.01228291,0.009449628,0.004572369,0.0010257314,0.0114399735,0.00042792584],"about_ca_topic_score_codex":0.0018956078,"about_ca_topic_score_gemma":0.0029295678,"teacher_disagreement_score":0.012553257,"about_ca_system_score_codex":0.000579686,"about_ca_system_score_gemma":0.0017580212,"threshold_uncertainty_score":0.04199481},"labels":[],"label_agreement":null},{"id":"W2558417798","doi":"10.1016/j.soard.2016.11.025","title":"Long-term results of sleeve gastrectomy maybe comparable to Roux-en-Y gastric bypass","year":2016,"lang":"en","type":"editorial","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Gastric bypass; Weight loss; Roux-en-Y anastomosis; Surgery; Weight Loss Surgery; General surgery; Reflux; Gastrectomy; Gastroesophageal Junction; Disease; Obesity; Internal medicine; Cancer; Adenocarcinoma","score_opus":0.010101898017338459,"score_gpt":0.26715332488745075,"score_spread":0.2570514268701123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558417798","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023986363,0.050320864,0.000119443,0.047312614,0.9001289,0.000026936035,0.00019773893,0.000032723103,0.0016208476],"genre_scores_gemma":[0.001357448,0.030954374,0.00014502234,0.038034204,0.92568564,0.00003779985,0.000101000616,0.000024708344,0.0036598342],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965849,0.00068372354,0.001017329,0.00037865483,0.0011082038,0.00022718824],"domain_scores_gemma":[0.9827161,0.011405691,0.0013932181,0.00034342753,0.0031650688,0.0009765698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008332787,0.0024084717,0.0059894556,0.001417381,0.0012793137,0.00395929,0.0027683512,0.010671629,0.00657012],"category_scores_gemma":[0.027035808,0.00097231223,0.004883925,0.001396939,0.0015708406,0.0031763674,0.00086046726,0.021967486,0.00345882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014881273,0.00007493679,0.00025880465,0.005107064,0.0007389439,0.0003611208,0.000027359665,0.00010211541,0.00017974961,0.0008877455,0.95815384,0.032620147],"study_design_scores_gemma":[0.0028485402,0.0005268868,0.004376883,0.0058884732,0.0031064583,0.00092973595,0.00010755816,0.00029948927,0.00044469855,0.0028318025,0.9785292,0.00011030095],"about_ca_topic_score_codex":0.0015993554,"about_ca_topic_score_gemma":0.0035405215,"teacher_disagreement_score":0.010671629,"about_ca_system_score_codex":0.0021539757,"about_ca_system_score_gemma":0.0029672398,"threshold_uncertainty_score":0.044068515},"labels":[],"label_agreement":null},{"id":"W2558883331","doi":"10.1016/j.soard.2016.11.019","title":"Comprehensive simulation-enhanced training curriculum for an advanced minimally invasive procedure: a randomized controlled trial","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Psychomotor learning; Curriculum; Randomized controlled trial; Medicine; Cognition; Set (abstract data type); Cognitive skill; Physical therapy; Medical education; Surgery; Psychology; Pedagogy; Computer science; Psychiatry","score_opus":0.027644183250570886,"score_gpt":0.3004905255576039,"score_spread":0.27284634230703303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558883331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97879237,0.0032330255,0.0011729002,0.00052155496,0.0012044362,0.01266856,0.0006702815,0.00010615097,0.0016307634],"genre_scores_gemma":[0.9709534,0.0021668407,0.0033541855,0.0009443558,0.00082003564,0.01772859,0.0007760525,0.000023947074,0.003232729],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99682,0.001553925,0.00031554367,0.00064743444,0.0002423098,0.00042081022],"domain_scores_gemma":[0.9957064,0.0018460057,0.00085027923,0.0003531462,0.00032446254,0.0009197977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039783455,0.002601674,0.0058731954,0.0006819779,0.0012092153,0.0016609423,0.0019663696,0.0044247867,0.0133971535],"category_scores_gemma":[0.0072023715,0.0015145405,0.0030239394,0.0009144485,0.0020892154,0.00189653,0.0012278347,0.004375057,0.0014260685],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9753151,0.018508688,0.00046753007,0.00051975413,0.0011381813,0.000014317748,0.00004969198,0.00019627486,0.00031438362,0.00006891854,0.00023137577,0.0031757636],"study_design_scores_gemma":[0.92609465,0.069827825,0.0017234163,0.00007662385,0.0013602487,0.0000068766744,0.0000440861,0.00037286495,0.000118714364,0.00010771496,0.000246574,0.000020435082],"about_ca_topic_score_codex":0.0039642015,"about_ca_topic_score_gemma":0.0037588973,"teacher_disagreement_score":0.0133971535,"about_ca_system_score_codex":0.0018640406,"about_ca_system_score_gemma":0.0030758257,"threshold_uncertainty_score":0.044817984},"labels":[],"label_agreement":null},{"id":"W2565588540","doi":"10.1016/j.soard.2016.12.019","title":"Evolution of endoscopic treatment of sleeve gastrectomy leaks: from partially covered to long, fully covered stents","year":2016,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Surgery; Gastrectomy; Gastric bypass; Cancer; Internal medicine","score_opus":0.014498963259547798,"score_gpt":0.24094512161645062,"score_spread":0.22644615835690282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565588540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96731734,0.020738432,0.0018211171,0.0022359155,0.00020902281,0.000038527818,0.00021902352,0.000034844208,0.0073856814],"genre_scores_gemma":[0.9891234,0.006041357,0.0018517422,0.00094224827,0.00048798378,0.000017189777,0.0005380519,0.00003228796,0.0009656699],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992741,0.000107127744,0.0001335978,0.000113941,0.0001911566,0.00017995834],"domain_scores_gemma":[0.99782133,0.00047582143,0.00051489647,0.000102196704,0.00044581934,0.0006398763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000950566,0.00027684701,0.00047180944,0.0011520924,0.00044883107,0.0012912916,0.0004895971,0.0008113852,0.0012939785],"category_scores_gemma":[0.0041904617,0.00014027907,0.0010068906,0.00072534406,0.00041519562,0.0012382835,0.0005581537,0.0011375075,0.0002976748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003829165,0.0011505366,0.6246028,0.0005452744,0.00055037864,0.0096027395,0.0011874747,0.0018560884,0.0078540705,0.0021426985,0.0031510112,0.34352773],"study_design_scores_gemma":[0.00020327562,0.00604868,0.88031834,0.00095317396,0.00072882837,0.0728229,0.0023007286,0.00350863,0.0050040144,0.0018505296,0.026154628,0.00010619565],"about_ca_topic_score_codex":0.0006677617,"about_ca_topic_score_gemma":0.0012756895,"teacher_disagreement_score":0.0012939785,"about_ca_system_score_codex":0.0009517632,"about_ca_system_score_gemma":0.0006065114,"threshold_uncertainty_score":0.0069055557},"labels":[],"label_agreement":null},{"id":"W2570189309","doi":"10.1016/j.soard.2017.01.007","title":"Concurrent ventral hernia repair in patients undergoing laparoscopic bariatric surgery: a case-matched study using the National Surgical Quality Improvement Program Database","year":2017,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery; Laparoscopic surgery; National database; Hernia; Laparoscopy; General surgery; Database","score_opus":0.05243041437094375,"score_gpt":0.3496495281521898,"score_spread":0.29721911378124605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570189309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993774,0.00012228487,0.000052857347,0.00001974455,0.0000071453437,0.000016462,0.00023346278,0.000001173555,0.00016952914],"genre_scores_gemma":[0.9993166,0.00007871818,0.00007266362,0.00003678636,0.000016026066,0.00001575813,0.00039759558,0.0000017346239,0.00006404279],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983499,0.00042431988,0.00023617587,0.00048486074,0.00026185554,0.0002430298],"domain_scores_gemma":[0.99705976,0.0005186075,0.0014119575,0.00029387156,0.00025851894,0.0004572435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093233876,0.00039055917,0.000753215,0.0015109911,0.0011348476,0.0013741913,0.00077741523,0.000930324,0.0020367953],"category_scores_gemma":[0.0038339526,0.0008812089,0.0009411048,0.0028383324,0.0006712445,0.0015567568,0.00115522,0.001009284,0.00028292768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013978305,0.0000755432,0.9992743,0.000006935781,0.00006518195,0.000068763846,0.00006195386,0.000008973505,0.000084150764,0.000013632411,0.00003076779,0.00017005231],"study_design_scores_gemma":[0.00002919124,0.00018748906,0.998343,0.000006260725,0.000064663,0.00035823547,0.0007030374,0.00013957993,0.000036168578,0.00001723496,0.00010703507,0.0000080810605],"about_ca_topic_score_codex":0.011666578,"about_ca_topic_score_gemma":0.01650008,"teacher_disagreement_score":0.011666578,"about_ca_system_score_codex":0.000839344,"about_ca_system_score_gemma":0.0008048843,"threshold_uncertainty_score":0.023197293},"labels":[],"label_agreement":null},{"id":"W2571203255","doi":"10.1016/j.soard.2017.01.020","title":"Strategies to decrease readmission after gastric bypass, in the long-term","year":2017,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Accreditation; Surgery; Gastric bypass; Sleeve gastrectomy; Duodenal switch; General surgery; Weight loss; Internal medicine; Obesity; Medical education","score_opus":0.018474652832009057,"score_gpt":0.27179462929659987,"score_spread":0.2533199764645908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2571203255","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036291694,0.0046795635,0.000118159456,0.9801979,0.0076879575,0.0000074380546,0.000042667252,0.00001845093,0.0036186664],"genre_scores_gemma":[0.06764509,0.012536805,0.00070927315,0.8250827,0.08888875,0.000070413655,0.00012430912,0.000021483596,0.004921191],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928147,0.00024211142,0.00010619191,0.00006965909,0.00014714913,0.00015355437],"domain_scores_gemma":[0.99609023,0.0015170239,0.00045286232,0.000070434384,0.0005993933,0.0012699675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009869401,0.00030963894,0.00070841325,0.0003999704,0.0015723829,0.0018270845,0.0008337259,0.010014856,0.0062610665],"category_scores_gemma":[0.014874706,0.00017311939,0.0006578213,0.00029880847,0.0008215596,0.0019327482,0.000903072,0.011773248,0.0014279711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033582206,0.0006619066,0.032115,0.00046591563,0.00013683035,0.0060846126,0.0004329642,0.0004027673,0.00053160085,0.006140045,0.8399726,0.11271996],"study_design_scores_gemma":[0.002008328,0.0015599945,0.11085099,0.0073458706,0.00065935624,0.02031518,0.0065160333,0.004417742,0.0012033648,0.056285255,0.7885564,0.00028149586],"about_ca_topic_score_codex":0.0036729714,"about_ca_topic_score_gemma":0.010747622,"teacher_disagreement_score":0.010014856,"about_ca_system_score_codex":0.0018299347,"about_ca_system_score_gemma":0.0024691948,"threshold_uncertainty_score":0.02094543},"labels":[],"label_agreement":null},{"id":"W2582044069","doi":"10.1016/j.soard.2007.03.139","title":"P71","year":2007,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Weight loss; Surgery; Obesity; Internal medicine","score_opus":0.013238672763391314,"score_gpt":0.25356885329665896,"score_spread":0.24033018053326766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582044069","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000401779,0.0011074484,0.00047455812,0.004996042,0.0047178157,0.000099570636,0.0010212893,0.00028852746,0.9868929],"genre_scores_gemma":[0.00078611274,0.00039852256,0.0001647495,0.0015982977,0.0007310449,0.000029560446,0.00039446735,0.000059926304,0.99583733],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995709,0.00004560031,0.00002166718,0.00006305849,0.00023181568,0.00006693389],"domain_scores_gemma":[0.9987251,0.0002334072,0.000037550177,0.000100901845,0.0006200713,0.00028300617],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005246186,0.00068276376,0.00054154044,0.0015042186,0.0017033882,0.003410125,0.0009859368,0.0025170664,0.78716874],"category_scores_gemma":[0.0025602423,0.0003187903,0.00053510076,0.0012115377,0.0005231151,0.0013572108,0.0013829265,0.001690651,0.6536501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002843989,0.000028073306,0.00016379285,0.000055857643,0.0000021590674,0.0000671581,0.00002225753,0.00003090674,0.00018513614,0.0034335766,0.9182018,0.07778095],"study_design_scores_gemma":[0.000012265738,0.000017371192,0.00063378626,0.00007041704,0.000002437602,0.00010259806,0.000042395506,0.00004157733,0.00008488385,0.001329465,0.9976586,0.000004336665],"about_ca_topic_score_codex":0.0059162574,"about_ca_topic_score_gemma":0.0141293,"teacher_disagreement_score":0.21283126,"about_ca_system_score_codex":0.0010059141,"about_ca_system_score_gemma":0.0018506434,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2582948024","doi":"10.1016/j.soard.2007.03.032","title":"27","year":2007,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery; Adverse effect; Internal medicine","score_opus":0.013357436797803853,"score_gpt":0.2527350224174961,"score_spread":0.23937758561969227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582948024","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009001211,0.000518908,0.0018570259,0.003245762,0.00082641083,0.00006060239,0.00063152995,0.00017525768,0.99178445],"genre_scores_gemma":[0.011819671,0.0011015143,0.0023320504,0.0021857366,0.0002391853,0.00007556268,0.0012240338,0.0001860375,0.98083615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989133,0.00014102538,0.0000378399,0.00014646625,0.00060826394,0.00015304452],"domain_scores_gemma":[0.99897623,0.00014379836,0.00003189328,0.00017470036,0.00055070425,0.00012269219],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009236689,0.0005657271,0.000274445,0.0017300466,0.001562011,0.0031630413,0.0010841272,0.0012550988,0.3174355],"category_scores_gemma":[0.0032808085,0.00022525885,0.00052087166,0.000986572,0.00093997654,0.0012629529,0.0018024524,0.0014231015,0.1931126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003125863,0.00006579256,0.00055936957,0.00008404202,0.00000853661,0.00010789665,0.00029801522,0.00023503401,0.00037700275,0.24745817,0.64149207,0.1092828],"study_design_scores_gemma":[0.000005768834,0.000010246328,0.0009480337,0.00008760118,0.000005203671,0.00009563777,0.00022676407,0.00010087692,0.0004275218,0.016666804,0.98141724,0.000008375837],"about_ca_topic_score_codex":0.0113176275,"about_ca_topic_score_gemma":0.015357393,"teacher_disagreement_score":0.6825645,"about_ca_system_score_codex":0.0022265457,"about_ca_system_score_gemma":0.0035707024,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2583055565","doi":"10.1016/j.soard.2017.01.031","title":"Trends in utilization of bariatric surgery, 2010-2014: sleeve gastrectomy dominates","year":2017,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Sleeve gastrectomy; Body mass index; Surgery; Adjustable gastric band; Gastric bypass; Obesity; Gastrectomy; Weight loss; Internal medicine; Cancer","score_opus":0.027268348549024612,"score_gpt":0.2785888720944101,"score_spread":0.2513205235453855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583055565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96188945,0.009882117,0.00044926422,0.003824322,0.0002674599,0.000019721587,0.015001024,0.00007811771,0.008588517],"genre_scores_gemma":[0.97601515,0.00700802,0.0003840598,0.0011746929,0.00022290171,0.000021097318,0.012283884,0.000030160652,0.0028600069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999419,0.00003899808,0.00008498961,0.00014986222,0.00013057161,0.00017662783],"domain_scores_gemma":[0.9986312,0.00007741294,0.00068514346,0.00002841883,0.00024409022,0.00033381607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037121662,0.00020273725,0.0003772772,0.0010791391,0.00027301614,0.00093631266,0.00049366825,0.00062681426,0.0035064647],"category_scores_gemma":[0.0013328589,0.00018989605,0.0008876611,0.002496964,0.00023991184,0.0008499281,0.00078627485,0.00086656294,0.0006179997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020069422,0.000054070442,0.97780734,0.00016730982,0.00016288932,0.000090186746,0.00012390145,0.00017148405,0.0005668204,0.00038943902,0.005454361,0.014811552],"study_design_scores_gemma":[0.000008845263,0.00005563202,0.99318117,0.00009831914,0.000053142037,0.00041226496,0.00074253214,0.000303776,0.00011792753,0.00006608841,0.0049522845,0.0000079255315],"about_ca_topic_score_codex":0.03916669,"about_ca_topic_score_gemma":0.096096896,"teacher_disagreement_score":0.03916669,"about_ca_system_score_codex":0.0010916543,"about_ca_system_score_gemma":0.001769705,"threshold_uncertainty_score":0.0778774},"labels":[],"label_agreement":null},{"id":"W2586346298","doi":"10.1016/j.soard.2006.04.149","title":"P73","year":2006,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre hospitalier de l'Université Laval","funders":"","keywords":"Medicine; Surgery","score_opus":0.0077771421755310505,"score_gpt":0.22612923981472574,"score_spread":0.2183520976391947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586346298","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00063714274,0.0014166955,0.0007171593,0.0026300994,0.004880054,0.000084245694,0.00056619465,0.00032657472,0.9887418],"genre_scores_gemma":[0.001033702,0.00043370022,0.00018775827,0.0007680811,0.00071658305,0.00002058817,0.00020682503,0.000056704706,0.996576],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997762,0.00001946898,0.00001243759,0.000045843677,0.00010886113,0.000037323927],"domain_scores_gemma":[0.99929607,0.00011563327,0.000023384451,0.000068127214,0.00030237334,0.00019444467],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003315987,0.0007198937,0.00045002013,0.001176668,0.0012955521,0.0025500522,0.0007821881,0.0018014798,0.75762343],"category_scores_gemma":[0.001491341,0.0002703959,0.00044696254,0.0009924808,0.00047839072,0.0011367248,0.0009782223,0.0012881855,0.60713786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063741085,0.000049663486,0.0003007158,0.00009615892,0.0000046932023,0.00026272607,0.000034256056,0.00007645882,0.0006952157,0.004459665,0.8025573,0.19139941],"study_design_scores_gemma":[0.000011703667,0.000022023478,0.00063105667,0.00005806538,0.0000028588438,0.00025946277,0.00003083094,0.00005368275,0.00015266679,0.0012406557,0.9975327,0.0000043332284],"about_ca_topic_score_codex":0.0039249333,"about_ca_topic_score_gemma":0.010246696,"teacher_disagreement_score":0.24237657,"about_ca_system_score_codex":0.0006580408,"about_ca_system_score_gemma":0.0010262413,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2594321578","doi":"10.1016/j.soard.2017.02.027","title":"Electronic synoptic reporting: assessing the completeness of synoptic and narrative reports for Roux-en-Y gastric bypass","year":2017,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Checklist; Chart; Dictation; Quality management; Gastric bypass; Veterans Affairs; Quality assurance; Medical record; Surgery; Operations management; Internal medicine; Weight loss; Psychology; Statistics","score_opus":0.023773764087972275,"score_gpt":0.321172972319888,"score_spread":0.29739920823191573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594321578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8230817,0.03807328,0.06374399,0.0056149685,0.0020201523,0.028109018,0.017177891,0.0007322032,0.02144689],"genre_scores_gemma":[0.8900583,0.007944672,0.07927709,0.0015477664,0.00070082373,0.011593478,0.007719493,0.00019542653,0.0009629799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.71529067,0.12885696,0.113570265,0.0069677588,0.03257399,0.002740363],"domain_scores_gemma":[0.18556626,0.51644665,0.19980958,0.030666323,0.06467108,0.0028401962],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.21684472,0.0009842874,0.0016418424,0.015101508,0.0014131401,0.004145423,0.0027748225,0.0020921412,0.0025005736],"category_scores_gemma":[0.66905266,0.0013116378,0.0033637756,0.0073235203,0.0028114524,0.010827561,0.0076483237,0.0018630497,0.0006196216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008074343,0.00040557332,0.76204187,0.021281283,0.0031009705,0.0010592112,0.021014338,0.0018663988,0.0013747435,0.0041494956,0.011117697,0.16451412],"study_design_scores_gemma":[0.0018791206,0.0049205995,0.75533396,0.038242243,0.008398984,0.01138792,0.038931847,0.023479087,0.009410834,0.009236213,0.09762845,0.0011507963],"about_ca_topic_score_codex":0.0021269834,"about_ca_topic_score_gemma":0.0022435286,"teacher_disagreement_score":0.78315526,"about_ca_system_score_codex":0.0022979546,"about_ca_system_score_gemma":0.007877583,"threshold_uncertainty_score":0.9657699},"labels":[],"label_agreement":null},{"id":"W2599109615","doi":"10.1016/j.soard.2017.03.007","title":"What are the long-term results 8 years after sleeve gastrectomy?","year":2017,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Surgery; Weight loss; Body mass index; Duodenal switch; Gastrectomy; Obstructive sleep apnea; Cohort; Retrospective cohort study; Sleep apnea; Prospective cohort study; Reflux; Gastric bypass; Obesity; Internal medicine; Cancer","score_opus":0.017137084690509764,"score_gpt":0.26138254540541156,"score_spread":0.2442454607149018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599109615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93811506,0.04305394,0.0004190557,0.005874398,0.00086429744,0.00005611476,0.005108911,0.000027083644,0.0064811157],"genre_scores_gemma":[0.985465,0.0070127933,0.00019486893,0.000799171,0.0009248994,0.000032133652,0.0044747847,0.00001191507,0.0010844306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977901,0.00046538547,0.00030665554,0.00018988106,0.000399328,0.0008486764],"domain_scores_gemma":[0.9889333,0.0028113266,0.0037971898,0.00044384247,0.0018378303,0.0021764426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004182387,0.00069408055,0.0016299334,0.0018622918,0.0011030923,0.0025581624,0.0012011536,0.0028583573,0.002823202],"category_scores_gemma":[0.012213873,0.00023498073,0.004395649,0.0018780285,0.0008440249,0.0026976857,0.0008894565,0.0025984612,0.0009145749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009134617,0.0013139041,0.9065447,0.00078406004,0.0020988032,0.0018392522,0.00074405654,0.000958233,0.00053877075,0.00045560824,0.002905965,0.072682],"study_design_scores_gemma":[0.000103235965,0.0023064108,0.99072427,0.0003196925,0.0013844437,0.0008520628,0.001219691,0.00021321375,0.00019791147,0.00062953983,0.0019553385,0.000094280935],"about_ca_topic_score_codex":0.006839984,"about_ca_topic_score_gemma":0.010272596,"teacher_disagreement_score":0.006839984,"about_ca_system_score_codex":0.0013019386,"about_ca_system_score_gemma":0.0011000449,"threshold_uncertainty_score":0.022118807},"labels":[],"label_agreement":null},{"id":"W2603679398","doi":"10.1016/j.soard.2017.03.022","title":"Perioperative management of obstructive sleep apnea in bariatric surgery: a consensus guideline","year":2017,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Obstructive sleep apnea; Guideline; Perioperative; Expert opinion; Continuous positive airway pressure; Polysomnography; Intensive care medicine; MEDLINE; Gold standard (test); Delphi method; Delphi; Surgery; Apnea; Anesthesia; Internal medicine","score_opus":0.021404633434155055,"score_gpt":0.29366428531795713,"score_spread":0.2722596518838021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603679398","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005262709,0.78699285,0.020227835,0.14104784,0.012464325,0.002695675,0.0031695578,0.0006474521,0.027491834],"genre_scores_gemma":[0.048905857,0.71544206,0.14029658,0.05737376,0.011332666,0.0046830424,0.012051623,0.0001898523,0.009724593],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99460477,0.0010312167,0.0023234175,0.00033447926,0.0013896271,0.00031651877],"domain_scores_gemma":[0.9893937,0.0027011523,0.001970282,0.00015960107,0.004810331,0.0009649036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063260524,0.0021742678,0.004005194,0.004173178,0.001390405,0.0025724445,0.0052993456,0.0069438484,0.0022430357],"category_scores_gemma":[0.015017365,0.0010357501,0.006236065,0.0024531574,0.00091949326,0.001961011,0.0018984617,0.008855403,0.0017976159],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044682654,0.0006168741,0.009284625,0.025145924,0.0019152947,0.001833039,0.00044751185,0.0029319464,0.0017049148,0.0029856553,0.3780994,0.57458794],"study_design_scores_gemma":[0.0028724186,0.0008759989,0.04807681,0.1967653,0.009118947,0.007760835,0.0011748512,0.0061088596,0.0026982948,0.0073626153,0.71676,0.00042513802],"about_ca_topic_score_codex":0.016562052,"about_ca_topic_score_gemma":0.034268454,"teacher_disagreement_score":0.016562052,"about_ca_system_score_codex":0.0035456293,"about_ca_system_score_gemma":0.012965705,"threshold_uncertainty_score":0.03345573},"labels":[],"label_agreement":null},{"id":"W2605770050","doi":"10.1016/j.soard.2017.04.010","title":"Cost of bariatric surgery and factors associated with increased cost: an analysis of national inpatient sample","year":2017,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Healthcare Cost and Utilization Project; Interquartile range; Odds ratio; Confidence interval; Multivariate analysis; Surgery; Logistic regression; Gastric bypass; Retrospective cohort study; Body mass index; Percentile; Multivariate statistics; Obesity; Emergency medicine; Health care; Weight loss; Internal medicine","score_opus":0.04416332112796385,"score_gpt":0.2813100725649357,"score_spread":0.23714675143697184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605770050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99886715,0.00011074726,0.000031611497,0.0000393818,0.0000041720273,0.000007548876,0.00078501477,0.0000011074177,0.00015330903],"genre_scores_gemma":[0.9975177,0.00015160565,0.00006850668,0.000047896796,0.000010638724,0.000017309887,0.0020812647,0.0000028209768,0.00010237774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866617,0.00039074713,0.00021408605,0.00018645263,0.0002522829,0.00029033012],"domain_scores_gemma":[0.9972128,0.00053170143,0.001262517,0.00018856267,0.00035089065,0.00045349638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009412101,0.0004567809,0.0009166539,0.0015861221,0.000659246,0.0010749779,0.0008671502,0.00077829586,0.0013719726],"category_scores_gemma":[0.0040203407,0.0007421358,0.0016500917,0.003269217,0.00040180687,0.0011501401,0.0013444774,0.0010463543,0.0002434707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009248394,0.00006106645,0.9991979,0.000008648716,0.0001233168,0.000041235977,0.000040346986,0.000049473118,0.000028364377,0.000010504995,0.000094866846,0.000251832],"study_design_scores_gemma":[0.0000042249335,0.000034187924,0.9992631,0.000004127059,0.000031634194,0.000077955636,0.0003169929,0.0002024431,0.000010862802,0.000007031641,0.000044029184,0.0000034311897],"about_ca_topic_score_codex":0.031834178,"about_ca_topic_score_gemma":0.036349088,"teacher_disagreement_score":0.031834178,"about_ca_system_score_codex":0.0014249227,"about_ca_system_score_gemma":0.00096462434,"threshold_uncertainty_score":0.06329781},"labels":[],"label_agreement":null},{"id":"W2607959662","doi":"10.1016/j.soard.2017.04.026","title":"Laparoscopic approach to a bleeding marginal ulcer fistulized to the gastric remnant in a patient post Roux-en-Y gastric bypass","year":2017,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber River Regional Hospital; University of Toronto","funders":"","keywords":"Medicine; Roux-en-Y anastomosis; Gastric bypass; Scopus; Surgery; Anastomosis; General surgery; Upper endoscopy; Gastroenterology; Internal medicine; Endoscopy; MEDLINE; Obesity; Weight loss","score_opus":0.014994374825250264,"score_gpt":0.2492946294304776,"score_spread":0.23430025460522733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607959662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828106,0.0025893075,0.002104773,0.0050456556,0.0004680104,0.00014595006,0.00024792587,0.00016659946,0.0064210836],"genre_scores_gemma":[0.99434054,0.00072359084,0.0015241319,0.0011724195,0.00089097884,0.000019378871,0.0001243274,0.000025610525,0.0011789923],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99949956,0.000037931655,0.000049592374,0.00008606745,0.00006606521,0.0002608774],"domain_scores_gemma":[0.99848664,0.00028374058,0.00026251777,0.0000719567,0.000056100784,0.0008391705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003100478,0.0017790038,0.0014632376,0.0035781055,0.0036175824,0.0020516054,0.0014584785,0.0062148897,0.003716018],"category_scores_gemma":[0.00265613,0.0012509259,0.0020386928,0.0014221144,0.0017091158,0.0022442194,0.001861643,0.004559978,0.0008903896],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007240844,0.00006587553,0.005075437,0.000018439032,0.000011147772,0.99335915,0.000067967165,0.00006381478,0.0004449356,0.00011589069,0.00013738625,0.0005675031],"study_design_scores_gemma":[0.000023970855,0.00016925165,0.006716872,0.000015007962,0.000017365946,0.99187183,0.00021282956,0.00032608025,0.00027182038,0.00015342144,0.00020331437,0.000018292989],"about_ca_topic_score_codex":0.002398357,"about_ca_topic_score_gemma":0.0040969513,"teacher_disagreement_score":0.0062148897,"about_ca_system_score_codex":0.0023545094,"about_ca_system_score_gemma":0.0013150396,"threshold_uncertainty_score":0.017083168},"labels":[],"label_agreement":null},{"id":"W2611118080","doi":"10.1016/j.soard.2017.04.032","title":"Portomesenteric vein thrombosis after sleeve gastrectomy is a known entity: what can we do about it?","year":2017,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Surgery; Thrombosis; Gastrectomy; Portal vein thrombosis; Superior mesenteric vein; General surgery; Cancer; Internal medicine; Gastric bypass; Portal vein; Weight loss","score_opus":0.018743895950078113,"score_gpt":0.26441929732085817,"score_spread":0.24567540137078006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611118080","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008440613,0.014266885,0.00055341324,0.9494949,0.018659633,0.000023865616,0.000061781735,0.000044157878,0.008454764],"genre_scores_gemma":[0.14214018,0.023139875,0.0015353803,0.51895404,0.30927554,0.0000615016,0.0001954542,0.00004160561,0.0046562823],"study_design_codex":"not_applicable","study_design_gemma":"case_report","domain_scores_codex":[0.9977617,0.0007171835,0.00041598623,0.00029047718,0.00045400223,0.00036071197],"domain_scores_gemma":[0.98949265,0.005851425,0.0016327179,0.00033507682,0.0012709157,0.0014172008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019192129,0.00060440716,0.0014334789,0.0012111173,0.0022292254,0.003809422,0.0012376369,0.025216872,0.003450269],"category_scores_gemma":[0.027733365,0.000619008,0.0010561398,0.0012002033,0.0028262804,0.0062868446,0.0010778388,0.02353791,0.0021740329],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002189195,0.0002430834,0.049779773,0.0005344778,0.00016874497,0.36637485,0.0011917178,0.00044141355,0.0003952642,0.011732702,0.50003433,0.0688848],"study_design_scores_gemma":[0.0005597767,0.00042641343,0.024284644,0.005559796,0.00040981348,0.66256404,0.0056781485,0.003682122,0.00040348686,0.044721022,0.25134856,0.00036211367],"about_ca_topic_score_codex":0.0013960666,"about_ca_topic_score_gemma":0.0026931008,"teacher_disagreement_score":0.025216872,"about_ca_system_score_codex":0.0032902232,"about_ca_system_score_gemma":0.0022628652,"threshold_uncertainty_score":0.023872316},"labels":[],"label_agreement":null},{"id":"W2725266088","doi":"10.1016/j.soard.2017.06.006","title":"The utility of routine esophagogastroduodenoscopy before laparoscopic Roux-en-Y gastric bypass","year":2017,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Esophagogastroduodenoscopy; Gastric bypass; Roux-en-Y anastomosis; Surgery; General surgery; Endoscopy; Weight loss; Internal medicine; Obesity","score_opus":0.012475815735668225,"score_gpt":0.26693008222747927,"score_spread":0.254454266491811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725266088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98050284,0.011108247,0.0006182251,0.0020423566,0.00026574143,0.000027103377,0.00020947272,0.000025032627,0.0052009732],"genre_scores_gemma":[0.9949085,0.0029021378,0.00088450045,0.00041398732,0.00043051402,0.00000882787,0.00023398605,0.000011901505,0.00020557005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977416,0.0009005332,0.00027519008,0.00021053807,0.0005770149,0.0002952032],"domain_scores_gemma":[0.9816096,0.010918511,0.0028339562,0.00071978616,0.002137467,0.0017807438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021555289,0.00053381774,0.0008100843,0.0014449533,0.00036645468,0.0012079391,0.00061341166,0.0013924444,0.0016305301],"category_scores_gemma":[0.025287624,0.0002761042,0.0008834006,0.0010165646,0.00052171136,0.0016152128,0.0005388303,0.0014064059,0.00029837177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024687832,0.00042715386,0.93574387,0.00024474142,0.00018389204,0.0011159751,0.00019695688,0.00032856324,0.00058904657,0.00017858921,0.0009834142,0.057538964],"study_design_scores_gemma":[0.000090296744,0.0015100429,0.9897912,0.00041977633,0.0003641368,0.0027895449,0.00081536174,0.0018751282,0.0004490464,0.0004137575,0.0014487753,0.000032923333],"about_ca_topic_score_codex":0.003729482,"about_ca_topic_score_gemma":0.007528014,"teacher_disagreement_score":0.003729482,"about_ca_system_score_codex":0.00062983367,"about_ca_system_score_gemma":0.0012529399,"threshold_uncertainty_score":0.011399627},"labels":[],"label_agreement":null},{"id":"W2736536105","doi":"10.1016/j.soard.2017.07.019","title":"Long-term nutritional impact of sleeve gastrectomy","year":2017,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Sleeve gastrectomy; Weight loss; Multivitamin; Body mass index; Surgery; Anemia; Vitamin B12; Vitamin D and neurology; Malnutrition; Gastroenterology; Internal medicine; Vitamin; Gastric bypass; Obesity","score_opus":0.019412473718042448,"score_gpt":0.2948111534732497,"score_spread":0.27539867975520727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736536105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957848,0.0027531227,0.000025427364,0.00035459825,0.0000448454,0.000003276237,0.00031250686,0.0000024549117,0.0007188484],"genre_scores_gemma":[0.9975726,0.0009030913,0.00003401697,0.0000978188,0.00005715583,0.0000032148116,0.0008746544,0.000001974167,0.00045541255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996363,0.00007338024,0.000041215924,0.00004292867,0.000059604532,0.00014654822],"domain_scores_gemma":[0.9984378,0.0002745938,0.00046749908,0.000084172185,0.00013393472,0.00060196617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000819886,0.000308254,0.0005898519,0.00045503082,0.0004103886,0.00090640335,0.00041706164,0.0007423713,0.0023548724],"category_scores_gemma":[0.0021000307,0.00013502907,0.0017920723,0.00059508847,0.000411592,0.0011953345,0.0009606841,0.0011877505,0.00022569828],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.035691023,0.0025089912,0.9041544,0.0003550459,0.0025045075,0.0012423203,0.00023919043,0.00088160264,0.0022300452,0.0003515402,0.0006089603,0.049232464],"study_design_scores_gemma":[0.00016764979,0.0034781224,0.99338806,0.000060219736,0.0007803227,0.0002995669,0.00049650756,0.00018830076,0.0002133778,0.0003088929,0.00059385,0.000024996723],"about_ca_topic_score_codex":0.0031351445,"about_ca_topic_score_gemma":0.007111513,"teacher_disagreement_score":0.0031351445,"about_ca_system_score_codex":0.00074635213,"about_ca_system_score_gemma":0.0007605655,"threshold_uncertainty_score":0.007877767},"labels":[],"label_agreement":null},{"id":"W2751312528","doi":"10.1016/j.soard.2017.08.019","title":"The role of routine abdominal drainage after bariatric surgery: a metabolic and bariatric surgery accreditation and quality improvement program study","year":2017,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Odds ratio; Surgery; Sleeve gastrectomy; Anastomosis; Odds; Retrospective cohort study; Confidence interval; Logistic regression; Cohort study; Accreditation; Gastric bypass; Internal medicine; Obesity; Weight loss","score_opus":0.015911917998447555,"score_gpt":0.2826617931260611,"score_spread":0.26674987512761356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751312528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99625874,0.0010822378,0.00011421942,0.0015378841,0.000055842844,0.00006618727,0.0002478211,0.0000048673073,0.0006323045],"genre_scores_gemma":[0.9986565,0.0003065091,0.00017165586,0.00039896148,0.000048277496,0.000037031175,0.00023951493,0.0000038819426,0.0001375374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925323,0.0040436746,0.0007068373,0.0005635699,0.0010749751,0.0010787544],"domain_scores_gemma":[0.9642812,0.010200036,0.01277237,0.0018223743,0.00437707,0.0065469225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01058213,0.00038395173,0.0006200224,0.0009735261,0.0011020929,0.0019797697,0.0015862475,0.0014115531,0.0011814901],"category_scores_gemma":[0.027640663,0.00041174193,0.0012068351,0.0024446028,0.0014672226,0.0021160569,0.0021756357,0.0018495057,0.00011272329],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009169852,0.0019529841,0.98387086,0.00009361534,0.00021086406,0.000025471409,0.0006119473,0.00008038109,0.00006994649,0.00010624936,0.00068813586,0.011372411],"study_design_scores_gemma":[0.00016972795,0.0005953687,0.99730754,0.00006873003,0.00012432587,0.00001651759,0.0009899852,0.00022337912,0.000042653835,0.00004021727,0.0004094046,0.000012101688],"about_ca_topic_score_codex":0.037821095,"about_ca_topic_score_gemma":0.059859883,"teacher_disagreement_score":0.037821095,"about_ca_system_score_codex":0.0034810947,"about_ca_system_score_gemma":0.008831743,"threshold_uncertainty_score":0.07520187},"labels":[],"label_agreement":null},{"id":"W2757478747","doi":"10.1016/j.soard.2017.09.525","title":"Comment on: an alternative view on the necessity of EGD prior to sleeve gastrectomy","year":2017,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Esophagogastroduodenoscopy; Medicine; Sleeve gastrectomy; Contraindication; Gastrectomy; Hiatal hernia; Surgery; Asymptomatic; General surgery; Endoscopy; Internal medicine; Cancer; Obesity; Gastric bypass; Weight loss; Reflux; Pathology","score_opus":0.03086587798836407,"score_gpt":0.28663981596425525,"score_spread":0.2557739379758912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757478747","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048264486,0.00038583006,0.00006943885,0.9872491,0.010368964,0.000007649161,0.00004905279,0.000014178492,0.0013733162],"genre_scores_gemma":[0.003384624,0.0003873914,0.00012215844,0.96061575,0.03402008,0.000018962983,0.000023448762,0.000016056205,0.0014114298],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99598545,0.0008385289,0.00072190433,0.0006894723,0.0008421565,0.00092245307],"domain_scores_gemma":[0.9880669,0.006289951,0.0014114723,0.0003507318,0.0019430453,0.0019380094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035109194,0.0008718972,0.0017023748,0.0008917115,0.0043219537,0.0045063365,0.0029155335,0.1011574,0.007841916],"category_scores_gemma":[0.038700663,0.0011695671,0.0018183412,0.0011148099,0.0041436395,0.005277375,0.0024834578,0.07871621,0.006320561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011831442,0.000038162994,0.0024800121,0.00008197136,0.00004235461,0.007283029,0.0003587466,0.00014241411,0.00019828322,0.0045473375,0.9791117,0.0055975844],"study_design_scores_gemma":[0.00044065985,0.00021540618,0.0050951694,0.0015308353,0.00019864047,0.012457258,0.0029019385,0.0013853493,0.00077061827,0.02652679,0.9480726,0.00040476423],"about_ca_topic_score_codex":0.008934504,"about_ca_topic_score_gemma":0.011000023,"teacher_disagreement_score":0.1011574,"about_ca_system_score_codex":0.0058437022,"about_ca_system_score_gemma":0.0060912943,"threshold_uncertainty_score":0.042399228},"labels":[],"label_agreement":null},{"id":"W2758928664","doi":"10.1016/j.soard.2017.07.033","title":"Comment on: early weight loss after laparoscopic sleeve gastrectomy predicts midterm weight loss in morbidly obese Asians","year":2017,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Morbidly obese; Sleeve gastrectomy; Weight loss; Body mass index; Surgery; Weight Loss Surgery; Gastric banding; Obesity; Capsule; General surgery; Morbid obesity; Gastric bypass; Internal medicine","score_opus":0.011635408240622383,"score_gpt":0.23992340112246072,"score_spread":0.22828799288183832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758928664","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013920219,0.00054598984,0.000050049402,0.9726819,0.023624092,0.0000091879565,0.00028336482,0.000023732453,0.0013896449],"genre_scores_gemma":[0.009159385,0.00077478867,0.00012046475,0.94339234,0.043219056,0.00004416971,0.00015240168,0.000022213399,0.0031151262],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978637,0.0005481546,0.0004024434,0.00031037902,0.0004273185,0.00044807696],"domain_scores_gemma":[0.98990726,0.0056588496,0.0011982761,0.00029821845,0.0016062576,0.0013311137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023803092,0.00072813267,0.0014598839,0.00093942054,0.0025567294,0.0023293963,0.0015086526,0.03224408,0.0063370294],"category_scores_gemma":[0.032855377,0.0006283233,0.0012128096,0.0010867179,0.0018064126,0.0022579494,0.0013505721,0.026846157,0.006044106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113947695,0.000044562345,0.009544009,0.00006645642,0.00003500565,0.0021087213,0.00014152296,0.000048706275,0.00006677719,0.00061599136,0.98110366,0.00611056],"study_design_scores_gemma":[0.00086218765,0.00050990866,0.033600792,0.0022290275,0.00045494692,0.011775282,0.00391221,0.0023789955,0.00069608697,0.013079094,0.9300539,0.00044766106],"about_ca_topic_score_codex":0.008900365,"about_ca_topic_score_gemma":0.0099844895,"teacher_disagreement_score":0.03224408,"about_ca_system_score_codex":0.0027231004,"about_ca_system_score_gemma":0.0037601388,"threshold_uncertainty_score":0.021199405},"labels":[],"label_agreement":null},{"id":"W2765478048","doi":"10.1016/j.soard.2017.10.020","title":"Comment on: gastric mesenchymal tumors as incidental findings during Roux-en-Y gastric bypass","year":2017,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"GiST; Medicine; Roux-en-Y anastomosis; Incidence (geometry); Gastrectomy; Sleeve gastrectomy; Population; Cancer; Surgery; Gastric bypass surgery; Gastric bypass; Weight loss; General surgery; Internal medicine; Gastroenterology; Obesity; Stromal cell","score_opus":0.01650785719336098,"score_gpt":0.26797028054007765,"score_spread":0.25146242334671665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765478048","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005784649,0.0024506527,0.0002785842,0.95139515,0.034706935,0.000041026753,0.00014423222,0.000083979125,0.0051148003],"genre_scores_gemma":[0.043219678,0.0029302437,0.0007249895,0.8240923,0.12215662,0.00007230748,0.00013100437,0.00007383001,0.0065989397],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871206,0.0002788773,0.00019699676,0.00021391423,0.00026456153,0.0003335602],"domain_scores_gemma":[0.99546486,0.0022564102,0.0006812238,0.00017998465,0.00063337863,0.0007841866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011979851,0.00090464327,0.0013221048,0.0011281536,0.0022970124,0.0029039502,0.0016647808,0.05158345,0.0048715253],"category_scores_gemma":[0.01932618,0.0008764468,0.0014455279,0.0009410223,0.0024405,0.0032651254,0.0013742063,0.028169861,0.0040649264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030295836,0.00010077498,0.009114345,0.00016033613,0.00007543049,0.18790455,0.00044487932,0.00037022558,0.000871004,0.0028947538,0.78500277,0.012757969],"study_design_scores_gemma":[0.0007530318,0.00078011065,0.014605312,0.001514256,0.00038553702,0.24776535,0.0030539557,0.005054156,0.0021225032,0.0211652,0.7023,0.00050053035],"about_ca_topic_score_codex":0.0025268532,"about_ca_topic_score_gemma":0.0038514815,"teacher_disagreement_score":0.05158345,"about_ca_system_score_codex":0.003149118,"about_ca_system_score_gemma":0.0024577873,"threshold_uncertainty_score":0.022848606},"labels":[],"label_agreement":null},{"id":"W2765561884","doi":"10.1016/j.soard.2017.09.409","title":"The effects of circular stapler height on anastomotic complications in laparoscopic Roux en Y gastric bypass","year":2017,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Roux-en-Y anastomosis; Anastomosis; Surgery; Gastric bypass; Laparoscopy; Gold standard (test); Weight loss; Radiology; Internal medicine; Obesity","score_opus":0.01067409659901349,"score_gpt":0.2556930882367222,"score_spread":0.2450189916377087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765561884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99919564,0.00043971726,0.000026319934,0.000051167928,0.000018435654,0.0000020901562,0.000022711172,0.000001292134,0.00024248344],"genre_scores_gemma":[0.9995714,0.00015276535,0.000038846596,0.00003081738,0.000027759153,0.000002446229,0.000047841633,0.0000020369578,0.00012611024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994018,0.0002024436,0.00006459788,0.000079792466,0.00008445682,0.00016691383],"domain_scores_gemma":[0.9951853,0.0023592622,0.0011332977,0.00020658152,0.0001707733,0.000944853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086425524,0.00022090714,0.00035200277,0.00035345257,0.0002565912,0.0006900984,0.0003354117,0.00057918427,0.0017595858],"category_scores_gemma":[0.004972271,0.00021583436,0.0012565253,0.00042779843,0.00052119815,0.00056086155,0.00046048604,0.0011072978,0.00014694348],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03119919,0.001987107,0.93850267,0.00011004115,0.0008668049,0.0005433783,0.00022866731,0.00043436038,0.001739552,0.00010338001,0.0002660596,0.024018768],"study_design_scores_gemma":[0.00013646345,0.0027162314,0.99557567,0.000015134361,0.0003685251,0.00014033975,0.00030540125,0.00031486593,0.00021054917,0.00006897913,0.0001337477,0.000014170013],"about_ca_topic_score_codex":0.0019395946,"about_ca_topic_score_gemma":0.0030871725,"teacher_disagreement_score":0.0019395946,"about_ca_system_score_codex":0.0003990704,"about_ca_system_score_gemma":0.0006072697,"threshold_uncertainty_score":0.0058864355},"labels":[],"label_agreement":null},{"id":"W2766383192","doi":"10.1016/j.soard.2017.10.015","title":"Comment on: concurrent bariatric surgery and paraesophageal hernia repair: comparison of sleeve gastrectomy and Roux-en-Y gastric bypass","year":2017,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Surgery; Roux-en-Y anastomosis; Gastric bypass; Hernia; Hernia repair; Gastrectomy; General surgery; Weight loss; Obesity; Internal medicine; Cancer","score_opus":0.024497434113523293,"score_gpt":0.27898099987533226,"score_spread":0.25448356576180897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766383192","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001547843,0.0007745259,0.00006648203,0.96573555,0.030194925,0.00002338172,0.00038508035,0.00002978397,0.0012423074],"genre_scores_gemma":[0.007224595,0.00083307415,0.00013678476,0.9237307,0.0655853,0.000065109685,0.00015517345,0.000023874745,0.0022453128],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686384,0.0009364628,0.0006263946,0.00048141248,0.0006909951,0.00040085622],"domain_scores_gemma":[0.9849259,0.0096241,0.0015738341,0.0003539553,0.0020153963,0.0015068207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003843765,0.0007916586,0.0021982589,0.00088843034,0.0024115546,0.0024375557,0.0022291234,0.032267805,0.009177372],"category_scores_gemma":[0.039288744,0.00068530027,0.001804723,0.0014136328,0.0019321202,0.0025255291,0.0013143859,0.027042855,0.00636411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005741217,0.00008255057,0.006212752,0.00016028948,0.00009713662,0.0018144984,0.00015312385,0.000098712044,0.0001652225,0.0010780583,0.9827313,0.006832353],"study_design_scores_gemma":[0.0023909383,0.0010325348,0.021641213,0.0016115189,0.0009171817,0.006924598,0.0032777449,0.0020166342,0.0012223662,0.011063113,0.94749606,0.0004061834],"about_ca_topic_score_codex":0.0064120516,"about_ca_topic_score_gemma":0.008473357,"teacher_disagreement_score":0.032267805,"about_ca_system_score_codex":0.0032639166,"about_ca_system_score_gemma":0.004507614,"threshold_uncertainty_score":0.03070134},"labels":[],"label_agreement":null},{"id":"W2767524572","doi":"10.1016/j.soard.2017.11.008","title":"Medium to long-term outcomes of bariatric surgery in older adults with super obesity","year":2017,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Biliopancreatic Diversion; Duodenal switch; Surgery; Sleeve gastrectomy; Body mass index; Roux-en-Y anastomosis; Weight loss; Obesity; Gastric bypass; Internal medicine","score_opus":0.014772841833845583,"score_gpt":0.25600363008717236,"score_spread":0.24123078825332678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767524572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99862146,0.0005418945,0.000034671324,0.000053695745,0.0000069096877,0.0000068818176,0.0004154467,0.000001437843,0.00031759826],"genre_scores_gemma":[0.99913365,0.0002152371,0.0000422461,0.000033091233,0.000024417428,0.000006723392,0.00049237214,8.454785e-7,0.000051420287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995511,0.00005735473,0.000095777774,0.00007078501,0.00011227251,0.00011267421],"domain_scores_gemma":[0.99560815,0.00032219573,0.0027983629,0.00010714349,0.0003788531,0.0007852395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007116172,0.00023158283,0.0002820529,0.0009811542,0.00066577084,0.0007197195,0.00034385422,0.00038322347,0.001036065],"category_scores_gemma":[0.0023798076,0.00014489872,0.00043040214,0.00093716144,0.00034013006,0.00051429414,0.00083510065,0.0005293692,0.00012634089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037584156,0.000013010333,0.99941146,0.000007315123,0.0000162184,0.00004228925,0.000020092615,0.000008696099,0.000022256772,0.00000512839,0.000029206267,0.0003868241],"study_design_scores_gemma":[0.0000032644782,0.00006832252,0.99935883,0.000011159613,0.000018006209,0.00027245242,0.00012283883,0.000045620647,0.000016741318,0.000013374114,0.00006693246,0.0000024289752],"about_ca_topic_score_codex":0.008061785,"about_ca_topic_score_gemma":0.017588438,"teacher_disagreement_score":0.008061785,"about_ca_system_score_codex":0.00069751573,"about_ca_system_score_gemma":0.00054649625,"threshold_uncertainty_score":0.016029716},"labels":[],"label_agreement":null},{"id":"W2767586659","doi":"10.1016/j.soard.2017.08.028","title":"Long alimentary limb duodenal switch (LADS): a short-term prospective randomized trial","year":2017,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"American Society for Metabolic and Bariatric Surgery","keywords":"Medicine; Surgery; Randomized controlled trial; Duodenal switch; Term (time); Gastric bypass; Internal medicine; Weight loss","score_opus":0.017157458470217404,"score_gpt":0.2787141217645654,"score_spread":0.261556663294348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767586659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97391033,0.015756752,0.0012081322,0.0019381328,0.0018161093,0.0021539803,0.0012887045,0.0001011851,0.0018267375],"genre_scores_gemma":[0.98369986,0.0046083825,0.0016833756,0.0023397626,0.0013206567,0.002178987,0.0016625423,0.000026096364,0.002480299],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9985905,0.00071525405,0.00013376576,0.00030094426,0.000077831435,0.00018158689],"domain_scores_gemma":[0.9978223,0.0007446269,0.000526935,0.00020421212,0.00013084528,0.00057109626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025170734,0.0019181335,0.0046146004,0.00032340997,0.0007459387,0.0018879978,0.0009507762,0.0026999114,0.0075928336],"category_scores_gemma":[0.0030409547,0.00088885915,0.003408356,0.000566116,0.001686729,0.0020006476,0.00080208963,0.0039133513,0.0010088759],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9913119,0.0013771967,0.0012643619,0.0005217558,0.002376102,0.00003178864,0.000020406835,0.000073478164,0.00042787008,0.00008143001,0.00031862623,0.0021950235],"study_design_scores_gemma":[0.9712071,0.021609234,0.003058741,0.00007822031,0.0030077752,0.000030870968,0.00004005327,0.00019783598,0.00011565871,0.00019259244,0.00044136192,0.000020578782],"about_ca_topic_score_codex":0.0012067035,"about_ca_topic_score_gemma":0.0021372968,"teacher_disagreement_score":0.0075928336,"about_ca_system_score_codex":0.0009565673,"about_ca_system_score_gemma":0.0011975972,"threshold_uncertainty_score":0.02540052},"labels":[],"label_agreement":null},{"id":"W2768323338","doi":"10.1016/j.soard.2017.11.022","title":"Comment on Brazilian Intragastric Balloon Consensus Statement (BIBC): practical recommendations based on experience of over 40,000 cases","year":2017,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Balloon; Statement (logic); Surgery; Weight loss; General surgery; Obesity; Internal medicine; Law","score_opus":0.03837854976926413,"score_gpt":0.32163702303833197,"score_spread":0.28325847326906783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768323338","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024678416,0.00031247837,0.00005362101,0.98906064,0.009278073,0.000007313996,0.00007689554,0.000011679208,0.0009525709],"genre_scores_gemma":[0.0024027126,0.00038544225,0.00013642867,0.97835207,0.017189922,0.000034471417,0.00005189886,0.000017091756,0.0014299818],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98908234,0.0025738345,0.002180233,0.001168858,0.0032580497,0.0017367569],"domain_scores_gemma":[0.9632666,0.018060118,0.004329483,0.0007610678,0.009893939,0.0036888486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009047005,0.00081366074,0.0015758069,0.0013989067,0.004227013,0.004396271,0.0025802045,0.07163631,0.0059765074],"category_scores_gemma":[0.08100446,0.0011623197,0.0017253328,0.0016276924,0.0030936128,0.0037078657,0.0024372046,0.035366636,0.007217369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025680843,0.000008928162,0.00090813794,0.000052295025,0.0000122275815,0.0006957877,0.00018361736,0.000024948502,0.00005360102,0.00077007205,0.9949421,0.0023224244],"study_design_scores_gemma":[0.00028762367,0.00006190283,0.0055830018,0.0020847933,0.00014129514,0.0028266641,0.0020644069,0.0005434772,0.00047097617,0.0080728205,0.97763157,0.00023139795],"about_ca_topic_score_codex":0.018586015,"about_ca_topic_score_gemma":0.022752363,"teacher_disagreement_score":0.07163631,"about_ca_system_score_codex":0.007077846,"about_ca_system_score_gemma":0.009500272,"threshold_uncertainty_score":0.051353574},"labels":[],"label_agreement":null},{"id":"W2786441951","doi":"10.1016/j.soard.2018.02.009","title":"Long-term follow-up of disease-specific quality of life after bariatric surgery","year":2018,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"","keywords":"Medicine; Duodenal switch; Biliopancreatic Diversion; Quality of life (healthcare); Surgery; Disease; Obesity; Weight loss; General surgery; Morbid obesity; Internal medicine","score_opus":0.03306244289447023,"score_gpt":0.2684298016480944,"score_spread":0.23536735875362413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786441951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99725395,0.00082687224,0.00006559639,0.00014828998,0.000036382255,0.000012057424,0.0010588074,0.000005127172,0.0005930355],"genre_scores_gemma":[0.99786854,0.00015108529,0.00003315129,0.000054466956,0.00002261386,0.000012263535,0.0015921457,0.0000017937219,0.000264003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987056,0.00027273566,0.00018651191,0.00020117822,0.00018809778,0.00044582714],"domain_scores_gemma":[0.99456114,0.0007521834,0.0023106534,0.00029143086,0.00074492366,0.0013397442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001961135,0.0004594095,0.00087406905,0.0014717515,0.00096995436,0.0014418605,0.0008465141,0.0014381277,0.0014343632],"category_scores_gemma":[0.006635786,0.00025833133,0.00263319,0.0018283876,0.00049486,0.001670484,0.0014750662,0.0019343403,0.0003412043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006093867,0.00016965377,0.99638027,0.00002069595,0.00037074278,0.00009246912,0.000112154084,0.00011050989,0.00007335252,0.000016114487,0.00012619386,0.0019185592],"study_design_scores_gemma":[0.000007641646,0.00017888407,0.999331,0.000007644154,0.000096443764,0.000038000377,0.00013048854,0.00007959492,0.000019917108,0.000018910012,0.000081565806,0.0000099915305],"about_ca_topic_score_codex":0.014170254,"about_ca_topic_score_gemma":0.01771961,"teacher_disagreement_score":0.014170254,"about_ca_system_score_codex":0.0011064258,"about_ca_system_score_gemma":0.0007585489,"threshold_uncertainty_score":0.028175533},"labels":[],"label_agreement":null},{"id":"W2792434712","doi":"10.1016/j.soard.2018.03.011","title":"Three-trocar laparoscopic duodenal switch after sleeve gastrectomy","year":2018,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université Laval","funders":"","keywords":"Medicine; Duodenal switch; Surgery; Umbilicus (mollusc); Sleeve gastrectomy; Cosmesis; Port (circuit theory); Laparoscopy; Biliopancreatic Diversion; Duodenum; Morbid obesity; Weight loss; Gastric bypass","score_opus":0.010510017400833224,"score_gpt":0.2410291276967949,"score_spread":0.23051911029596167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792434712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989028,0.0010210084,0.0035349268,0.0010281281,0.00064611895,0.00006959111,0.00027161912,0.00022446424,0.004176168],"genre_scores_gemma":[0.99275655,0.00037497902,0.0016114402,0.00097422994,0.00044895464,0.00004897778,0.00090505264,0.000041618467,0.0028381846],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9994924,0.000024166222,0.00004902603,0.00009194521,0.000054257143,0.00028832562],"domain_scores_gemma":[0.9991817,0.00009676026,0.000072366965,0.00009361695,0.000030898456,0.00052469154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003390691,0.00072964904,0.0011796014,0.0015133085,0.0016294003,0.0014978973,0.00080157205,0.0014657024,0.0043980726],"category_scores_gemma":[0.000770766,0.00023731671,0.0027462936,0.0008469622,0.00071434793,0.0014508525,0.0011074087,0.0030877774,0.00073454593],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01985555,0.00829766,0.29938373,0.00068904785,0.0019878084,0.38895178,0.0018844195,0.0031755713,0.033006396,0.0024982067,0.006818839,0.233451],"study_design_scores_gemma":[0.0016893409,0.017081061,0.48575208,0.00017857873,0.0007459365,0.46544757,0.0016374583,0.0046678977,0.010703318,0.0025635075,0.009225912,0.00030723974],"about_ca_topic_score_codex":0.0012220854,"about_ca_topic_score_gemma":0.0035202273,"teacher_disagreement_score":0.0043980726,"about_ca_system_score_codex":0.0009777565,"about_ca_system_score_gemma":0.0008180462,"threshold_uncertainty_score":0.014713049},"labels":[],"label_agreement":null},{"id":"W2796138719","doi":"10.1016/j.soard.2018.04.001","title":"Comment on: antral resection versus antral preservation during laparoscopic sleeve gastrectomy for severe obesity: systematic review and meta-analysis","year":2018,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Sleeve gastrectomy; Medicine; Antrum; Weight loss; Surgery; Meta-analysis; Resection; Gastrectomy; Obesity; General surgery; Internal medicine; Gastric bypass; Stomach; Cancer","score_opus":0.04678363883960068,"score_gpt":0.28567883780688574,"score_spread":0.23889519896728506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796138719","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047338472,0.005360242,0.00012923968,0.9319624,0.059624624,0.00005422206,0.0012726246,0.00005030374,0.0010729447],"genre_scores_gemma":[0.0030011635,0.0018608021,0.00019098562,0.95068264,0.042409483,0.0001236551,0.00013136996,0.00002837411,0.0015716337],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9882831,0.004484099,0.0031517188,0.0012166405,0.0021176909,0.0007468247],"domain_scores_gemma":[0.9295043,0.047281448,0.009908514,0.0014290041,0.009483972,0.0023927733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016921932,0.001399028,0.0037046052,0.0017817306,0.00211851,0.0029254437,0.002667387,0.030159032,0.012525518],"category_scores_gemma":[0.12307896,0.0011759794,0.003742052,0.002440967,0.002286752,0.0027141802,0.0020318474,0.017967867,0.006865157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038484053,0.000012047388,0.0010707182,0.0013340898,0.00037343462,0.00038887424,0.0000863947,0.000045012457,0.0000778541,0.0003980278,0.9914881,0.004340586],"study_design_scores_gemma":[0.00638509,0.000468114,0.008346838,0.013100492,0.007000425,0.0022007362,0.000902097,0.001022376,0.0008822519,0.010575473,0.9487921,0.00032406853],"about_ca_topic_score_codex":0.007959788,"about_ca_topic_score_gemma":0.013566124,"teacher_disagreement_score":0.030159032,"about_ca_system_score_codex":0.0044744676,"about_ca_system_score_gemma":0.0068685347,"threshold_uncertainty_score":0.08949286},"labels":[],"label_agreement":null},{"id":"W2803280276","doi":"10.1016/j.soard.2018.05.003","title":"Evaluating the safety of intragastric balloon: An analysis of the Metabolic and Bariatric Surgery Accreditation and Quality Improvement Program","year":2018,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Propensity score matching; Surgery; Balloon; Odds ratio; Adverse effect; Logistic regression; Confidence interval; Internal medicine","score_opus":0.03851543716431327,"score_gpt":0.3352359415537575,"score_spread":0.29672050438944425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803280276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967602,0.00026355765,0.00028029064,0.0006953564,0.000017135237,0.00016940686,0.0008298103,0.000010194341,0.0009741355],"genre_scores_gemma":[0.99823254,0.00010060165,0.00038499455,0.00020139209,0.000010124135,0.00007892918,0.00084490416,0.000006620777,0.00013989658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9874373,0.005213151,0.0014484489,0.00077393034,0.0038025477,0.0013245711],"domain_scores_gemma":[0.94490844,0.016038856,0.018829554,0.0020777558,0.013476197,0.0046691895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013706698,0.00028716793,0.00065641693,0.0024922227,0.0012180876,0.0014077491,0.0012875649,0.00075281743,0.0009443635],"category_scores_gemma":[0.042469107,0.00028463488,0.0015108595,0.005718896,0.0008317865,0.0014470153,0.0025451328,0.0014496288,0.0001310383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016767894,0.00032143996,0.99348587,0.000036167476,0.00013503701,0.000013387112,0.00036951902,0.00011288049,0.00004325606,0.000046659974,0.00038967523,0.004878579],"study_design_scores_gemma":[0.000017719882,0.00021560633,0.99838805,0.000018272347,0.00004027087,0.0000073837246,0.0007094168,0.00028544982,0.00004696356,0.000017452267,0.00024782034,0.0000055876517],"about_ca_topic_score_codex":0.047169503,"about_ca_topic_score_gemma":0.063505515,"teacher_disagreement_score":0.047169503,"about_ca_system_score_codex":0.0048804195,"about_ca_system_score_gemma":0.010048113,"threshold_uncertainty_score":0.093789876},"labels":[],"label_agreement":null},{"id":"W2807852621","doi":"10.1016/j.soard.2018.06.007","title":"In nonalcoholic fatty liver disease, Roux-en-Y gastric bypass improves liver histology while persistent disease is associated with lower improvements in waist circumference and glycemic control","year":2018,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Nonalcoholic fatty liver disease; Gastric bypass; Waist; Roux-en-Y anastomosis; Glycemic; Gastroenterology; Surgery; Internal medicine; Fatty liver; Disease; Obesity; Weight loss; Insulin","score_opus":0.011827718376672765,"score_gpt":0.21916624039219879,"score_spread":0.20733852201552602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807852621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981841,0.014008695,0.00070687855,0.0007103402,0.00016721996,0.000032080334,0.0001686683,0.0000541733,0.0023109443],"genre_scores_gemma":[0.99233514,0.0047207074,0.0009368607,0.00028946658,0.00013410104,0.000021573405,0.0003791589,0.000008843463,0.0011740517],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9999343,0.000019773099,0.000008393483,0.000009879739,0.000011100073,0.000016641585],"domain_scores_gemma":[0.9997694,0.000039542374,0.00008623317,0.00001377857,0.000017152433,0.00007387043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028775472,0.0003163419,0.00042372133,0.00017799818,0.00011674944,0.00029709557,0.00009848923,0.00019780494,0.0019630783],"category_scores_gemma":[0.00030783255,0.00006314863,0.00029052902,0.0001878988,0.00018061086,0.00019917572,0.00014799798,0.00053045974,0.0002334279],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05039839,0.007447571,0.26762575,0.0019265675,0.0020419622,0.0007912655,0.000105191066,0.00085678394,0.15333313,0.00052820786,0.002724624,0.5122206],"study_design_scores_gemma":[0.0021045078,0.033008564,0.94193244,0.00013590886,0.00069802447,0.0012586843,0.00017568836,0.00055100495,0.014824555,0.0004121004,0.0048740255,0.000024501991],"about_ca_topic_score_codex":0.0004400111,"about_ca_topic_score_gemma":0.0013155884,"teacher_disagreement_score":0.0019630783,"about_ca_system_score_codex":0.00015166367,"about_ca_system_score_gemma":0.00024231413,"threshold_uncertainty_score":0.00656718},"labels":[],"label_agreement":null},{"id":"W2811499113","doi":"10.1016/j.soard.2018.05.021","title":"Obesity in the fifth quarter: A malignancy in former NFL players significance and potential","year":2018,"lang":"en","type":"editorial","venue":"Surgery for Obesity and Related Diseases","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quarter (Canadian coin); Malignancy; Obesity; Surgery; General surgery; Internal medicine; History; Archaeology","score_opus":0.0047604672111741745,"score_gpt":0.22858292527190213,"score_spread":0.22382245806072795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811499113","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031897455,0.03840153,0.000081489714,0.077187285,0.8826035,0.0000116333495,0.000121288205,0.00003251366,0.0012417329],"genre_scores_gemma":[0.0014398737,0.016757347,0.000049858965,0.014245509,0.9654295,0.00001066657,0.00003467927,0.000011679528,0.002020884],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982514,0.00029100635,0.00034982563,0.00032762595,0.0005818129,0.00019825634],"domain_scores_gemma":[0.98655266,0.0077850195,0.0011786667,0.00021793685,0.0026195855,0.0016461243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002742851,0.0020237495,0.002577353,0.0024084225,0.0018063576,0.0046752035,0.0018430576,0.013356594,0.0064708213],"category_scores_gemma":[0.01825514,0.00085774704,0.0016376801,0.0012728142,0.0014013862,0.003029442,0.0011342986,0.014799244,0.003255043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009925693,0.000025910207,0.0008010473,0.0007548719,0.000067458706,0.0010375555,0.00006285918,0.000026116386,0.000047885816,0.00031869355,0.9827718,0.013986563],"study_design_scores_gemma":[0.00014367179,0.00010094248,0.0044708303,0.0035833593,0.00036087065,0.004519583,0.0006101528,0.00025042088,0.00014206258,0.0014418626,0.9843017,0.00007455421],"about_ca_topic_score_codex":0.0018427381,"about_ca_topic_score_gemma":0.0044444683,"teacher_disagreement_score":0.013356594,"about_ca_system_score_codex":0.0018702727,"about_ca_system_score_gemma":0.002126091,"threshold_uncertainty_score":0.021647096},"labels":[],"label_agreement":null},{"id":"W2885573517","doi":"10.1016/j.soard.2018.08.001","title":"ASMBS Position Statement on medium- and long-term durability of weight loss and diabetic outcomes after conventional stapled bariatric procedures","year":2018,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Position statement; Statement (logic); Weight loss; Scientific evidence; Quality (philosophy); Expert opinion; Surgery; MEDLINE; Intensive care medicine; Family medicine; Obesity; Law","score_opus":0.016929997229998817,"score_gpt":0.29100030529134674,"score_spread":0.2740703080613479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885573517","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026985485,0.99341315,0.00006391656,0.0028136582,0.0020767509,0.000021376192,0.00042285345,0.0000050893623,0.0009132869],"genre_scores_gemma":[0.0030470516,0.9916984,0.00033270358,0.0021055364,0.0014818448,0.0000522658,0.0005089433,0.0000040606456,0.0007691416],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906677,0.00019404238,0.00027535306,0.00009257945,0.00030304585,0.00006820921],"domain_scores_gemma":[0.9961177,0.0022614833,0.0008488205,0.000060605707,0.0005567365,0.0001546659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036290165,0.00066985236,0.0018445643,0.0026363966,0.0003684521,0.0014290335,0.0013036968,0.0017958235,0.0070759594],"category_scores_gemma":[0.007934822,0.0002364591,0.0027754675,0.0023508978,0.00043695164,0.0010952335,0.0010954968,0.0021344146,0.001201005],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077559875,0.000121306635,0.004289237,0.11175197,0.0032534145,0.00025582543,0.000172601,0.00017153405,0.00047959996,0.0038228822,0.14475831,0.7301477],"study_design_scores_gemma":[0.00033844326,0.00033368272,0.01811663,0.17214593,0.009714459,0.00096711284,0.0002142229,0.00009517387,0.00036775737,0.0027345559,0.79489523,0.000076773955],"about_ca_topic_score_codex":0.00380525,"about_ca_topic_score_gemma":0.006763418,"teacher_disagreement_score":0.0070759594,"about_ca_system_score_codex":0.00078027043,"about_ca_system_score_gemma":0.0050996807,"threshold_uncertainty_score":0.023671448},"labels":[],"label_agreement":null},{"id":"W2886355138","doi":"10.1016/j.soard.2018.08.003","title":"The effect of omentectomy added to bariatric surgery on metabolic outcomes: a systematic review and meta-analysis of randomized controlled trials","year":2018,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Omentectomy; Meta-analysis; Randomized controlled trial; Surgery; Internal medicine; Hysterectomy","score_opus":0.05188082151401089,"score_gpt":0.34669890461103997,"score_spread":0.29481808309702906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886355138","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005185687,0.9936027,0.00035857857,0.0001080655,0.00018153449,0.00016288638,0.0002393672,0.00001576699,0.00014554204],"genre_scores_gemma":[0.1529369,0.84096205,0.003017304,0.0012528785,0.00037836883,0.0004771053,0.00059741223,0.000035914483,0.00034204865],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9924246,0.0030363074,0.0025498497,0.0009710339,0.0007468831,0.00027131333],"domain_scores_gemma":[0.98541325,0.011279531,0.0021052689,0.00040601316,0.00058401725,0.00021182476],"candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.009952761,0.0029636754,0.020344106,0.0034042054,0.0005870431,0.0031875581,0.0023805662,0.0029566728,0.0045638885],"category_scores_gemma":[0.026044436,0.0018164382,0.03554989,0.004025637,0.00095341675,0.0023246717,0.0017547505,0.0037419933,0.00031018615],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007546519,0.00005634848,0.0024756782,0.33145663,0.6444787,0.00010026644,0.00007277008,0.00030335475,0.00030421637,0.000099383935,0.00038194927,0.012724268],"study_design_scores_gemma":[0.0018856719,0.0002769944,0.0020660786,0.010105511,0.9844728,0.000049039932,0.00003333235,0.00007369914,0.0000802526,0.00011981264,0.00081827363,0.000018690907],"about_ca_topic_score_codex":0.0051710266,"about_ca_topic_score_gemma":0.013036494,"teacher_disagreement_score":0.9796559,"about_ca_system_score_codex":0.0019064967,"about_ca_system_score_gemma":0.0026671295,"threshold_uncertainty_score":0.052635908},"labels":[],"label_agreement":null},{"id":"W2891020758","doi":"10.1016/j.soard.2018.09.009","title":"Individualized metabolic surgery (IMS) score","year":2018,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery; Sleeve gastrectomy; Glycemic; Diabetes mellitus; Gastric bypass; Cohort; Type 2 diabetes; Internal medicine; Obesity; Weight loss; Endocrinology","score_opus":0.02853800721728968,"score_gpt":0.2559466001727713,"score_spread":0.22740859295548163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891020758","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039000522,0.0035388293,0.0012987147,0.8678733,0.008602337,0.0000621082,0.0011351365,0.0001511392,0.07833791],"genre_scores_gemma":[0.51215905,0.005401999,0.004616974,0.4058723,0.044710085,0.000313897,0.0016098546,0.00006322901,0.02525255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993278,0.0001947838,0.00009643196,0.00005877994,0.00020908295,0.000113190596],"domain_scores_gemma":[0.9984584,0.0005972862,0.00022402324,0.00005427643,0.0002943517,0.0003717574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057755475,0.00017660094,0.00034519166,0.00041457824,0.0008044277,0.0006764573,0.00024245627,0.0025325997,0.0038403706],"category_scores_gemma":[0.007043,0.00009234202,0.0002547957,0.00043912255,0.00029805023,0.00056632375,0.0006321613,0.0032173542,0.0011508419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022420315,0.00011915598,0.13158813,0.000101920865,0.00005245411,0.008008949,0.00018994296,0.0003445099,0.00032968412,0.006325886,0.750731,0.10198424],"study_design_scores_gemma":[0.00029294254,0.00044195642,0.2320353,0.0012959933,0.0002688866,0.048378132,0.001560873,0.005658046,0.0012344756,0.03670159,0.6719654,0.00016640151],"about_ca_topic_score_codex":0.0015650414,"about_ca_topic_score_gemma":0.004011166,"teacher_disagreement_score":0.0038403706,"about_ca_system_score_codex":0.0008829533,"about_ca_system_score_gemma":0.0008469857,"threshold_uncertainty_score":0.012847245},"labels":[],"label_agreement":null},{"id":"W2898974451","doi":"10.1016/j.soard.2018.10.024","title":"What is the optimal time-to-conception after bariatric surgery?","year":2018,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Surgery; General surgery","score_opus":0.011067457547000042,"score_gpt":0.23092312008174265,"score_spread":0.21985566253474262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898974451","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010273062,0.005153471,0.00013724803,0.9871607,0.004500091,0.000006195596,0.00003356249,0.000006227876,0.0019752628],"genre_scores_gemma":[0.061599355,0.020310335,0.001107949,0.798024,0.11623864,0.00010971081,0.00014977425,0.00004048757,0.0024196832],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99571484,0.002139036,0.0005856746,0.00029796484,0.00059662625,0.0006658498],"domain_scores_gemma":[0.98048073,0.013447408,0.001555849,0.00026326318,0.0013680495,0.0028847663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041571124,0.00029118732,0.0012845491,0.0006755158,0.0025876607,0.002565357,0.0011703344,0.01792066,0.0048794467],"category_scores_gemma":[0.05793612,0.00032909654,0.00068931293,0.0005283736,0.0021798904,0.0042153075,0.0010964605,0.021856783,0.0017206464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000705445,0.0003872227,0.016064754,0.00061918126,0.000115603296,0.0150652155,0.00097048655,0.00079377356,0.0003361148,0.034716796,0.75385815,0.17636727],"study_design_scores_gemma":[0.00089074305,0.00098628,0.014476172,0.0067434474,0.00024656026,0.042838287,0.008625593,0.0026340613,0.00074927445,0.19003153,0.73147416,0.0003038843],"about_ca_topic_score_codex":0.003502445,"about_ca_topic_score_gemma":0.0046013026,"teacher_disagreement_score":0.01792066,"about_ca_system_score_codex":0.0040131053,"about_ca_system_score_gemma":0.004708455,"threshold_uncertainty_score":0.029117286},"labels":[],"label_agreement":null},{"id":"W2899666454","doi":"10.1016/j.soard.2018.10.034","title":"Commet on: When coronary bypass is the wrong bypass: More sleeve gastrectomies and gastric bypasses to reduce cardiovascular mortalities","year":2018,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Gastric bypass; Roux-en-Y anastomosis; Surgery; Weight loss; Framingham Risk Score; Body mass index; Framingham Heart Study; General surgery; Internal medicine; Obesity; Disease","score_opus":0.022854779170493528,"score_gpt":0.24900268186266,"score_spread":0.22614790269216647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899666454","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007131731,0.0012130319,0.00009332812,0.97581303,0.019480407,0.000010885371,0.000050987703,0.000030916344,0.0025942312],"genre_scores_gemma":[0.0058810613,0.0016319838,0.0003361354,0.915231,0.070556216,0.000031407817,0.00005097929,0.00002857997,0.0062526846],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987955,0.00030582232,0.00020532939,0.00017994919,0.00031604996,0.00019730127],"domain_scores_gemma":[0.99530125,0.0018874558,0.00039070647,0.00013043718,0.0009974729,0.0012926625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012328011,0.0006675463,0.0012983154,0.00061549,0.0027521988,0.002528278,0.0011200225,0.033239562,0.012054352],"category_scores_gemma":[0.018725678,0.0004838366,0.0008656968,0.0005119392,0.0014518802,0.0037118946,0.0010103547,0.029426236,0.0069144815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009809953,0.000117472715,0.0027222324,0.00007179621,0.00002535953,0.005271456,0.00012477994,0.00008731771,0.00027856577,0.0012524364,0.9723343,0.017616278],"study_design_scores_gemma":[0.0006488153,0.00033503168,0.0065926686,0.0010457662,0.00010461416,0.017207535,0.0015155135,0.0012944313,0.00055097125,0.021040954,0.9494811,0.00018261903],"about_ca_topic_score_codex":0.0035336795,"about_ca_topic_score_gemma":0.0061164903,"teacher_disagreement_score":0.033239562,"about_ca_system_score_codex":0.0023159778,"about_ca_system_score_gemma":0.0027104616,"threshold_uncertainty_score":0.04032582},"labels":[],"label_agreement":null},{"id":"W2904871989","doi":"10.1016/j.soard.2018.12.003","title":"Endometrial cancer and bariatric surgery: A scoping review","year":2018,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Endometrial cancer; Weight loss; Endometrial hyperplasia; Obesity; Body mass index; Cancer; Surgery; Gynecology; General surgery; Carcinoma; Internal medicine","score_opus":0.05823220127424479,"score_gpt":0.34561340142164054,"score_spread":0.28738120014739577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904871989","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010601883,0.99950886,0.000016953389,0.0001241008,0.00006974309,0.0000134351985,0.00005754263,0.0000013482414,0.000101910846],"genre_scores_gemma":[0.0012133772,0.9982508,0.00008573895,0.0002777076,0.00006054742,0.00002400737,0.00003874584,9.0846595e-7,0.000048116985],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9971917,0.0006290339,0.0012475746,0.00030394894,0.0004768477,0.00015092999],"domain_scores_gemma":[0.9898489,0.0068763336,0.0023526894,0.00011619681,0.00063018815,0.00017572322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035145713,0.0015686555,0.005220906,0.014915454,0.0005853569,0.0037136322,0.0012849609,0.0027175548,0.006582902],"category_scores_gemma":[0.015703812,0.001153742,0.0045107584,0.015204434,0.0010518192,0.002861161,0.002435962,0.001749394,0.0004621258],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001520051,0.00005303155,0.0016497457,0.84249413,0.005927188,0.00031065868,0.00037910294,0.00015208559,0.00023468118,0.0007531996,0.009049021,0.1388452],"study_design_scores_gemma":[0.00011230216,0.00009054368,0.003818738,0.87698483,0.027994951,0.0010482743,0.00050836033,0.0000645308,0.00009563128,0.00057233096,0.08865898,0.000050443716],"about_ca_topic_score_codex":0.007816148,"about_ca_topic_score_gemma":0.025860893,"teacher_disagreement_score":0.014915454,"about_ca_system_score_codex":0.0023020173,"about_ca_system_score_gemma":0.008565649,"threshold_uncertainty_score":0.022022069},"labels":[],"label_agreement":null},{"id":"W2905408176","doi":"10.1016/j.soard.2018.12.006","title":"How safe is bariatric surgery in patients with class I obesity (body mass index 30–35 kg/m2)?","year":2018,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Diabetesforbundet; Society of American Gastrointestinal and Endoscopic Surgeons; American Diabetes Association","keywords":"Medicine; Body mass index; Surgery; Obesity; Class (philosophy); Index (typography); Internal medicine","score_opus":0.008540590709656603,"score_gpt":0.20931053239280878,"score_spread":0.20076994168315218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905408176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61146724,0.13332753,0.0014217261,0.22435229,0.004156981,0.000060477683,0.0019228321,0.000029034647,0.023261923],"genre_scores_gemma":[0.9410559,0.04046342,0.00094120967,0.011985281,0.0042117997,0.000034610064,0.0007220277,0.000017254135,0.0005685967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979436,0.00074786675,0.0003576548,0.00017527485,0.00053351885,0.00024216295],"domain_scores_gemma":[0.9813849,0.0073076314,0.0061269226,0.0002809641,0.0018443349,0.0030552556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034118448,0.00028395237,0.0010696546,0.00080845907,0.00073852355,0.0020698041,0.00067408354,0.001885245,0.0027188603],"category_scores_gemma":[0.041074127,0.00021919195,0.0010265274,0.00092075916,0.0012997591,0.0033797864,0.00076977693,0.0025654812,0.0006832207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017302369,0.00079992245,0.7251013,0.0014490562,0.0012818793,0.0005142394,0.0007197672,0.0005262239,0.00021058816,0.0018131799,0.018448493,0.2474051],"study_design_scores_gemma":[0.00036026427,0.0018894578,0.94209033,0.0068371654,0.0015601808,0.0031959359,0.008565919,0.0012572276,0.0004436487,0.013428011,0.02020731,0.00016457835],"about_ca_topic_score_codex":0.004118567,"about_ca_topic_score_gemma":0.010529697,"teacher_disagreement_score":0.004118567,"about_ca_system_score_codex":0.0008984319,"about_ca_system_score_gemma":0.0021093194,"threshold_uncertainty_score":0.018043756},"labels":[],"label_agreement":null},{"id":"W2908835632","doi":"10.1016/j.soard.2018.12.036","title":"Incidentally discovered intestinal nonrotation at time of bariatric surgery: Which operation to perform?","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NOSM University; Queen's University","funders":"","keywords":"Medicine; Surgery; General surgery","score_opus":0.007102274175529425,"score_gpt":0.22674163563681116,"score_spread":0.21963936146128174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908835632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74644107,0.108905815,0.017894804,0.09062696,0.006302939,0.00026151887,0.0016381206,0.0003460329,0.027582718],"genre_scores_gemma":[0.908906,0.04639327,0.015024978,0.008147011,0.017202314,0.00007737685,0.0015630367,0.00012843174,0.00255754],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.9991097,0.000119784105,0.00019110511,0.0001480474,0.00013580802,0.00029557417],"domain_scores_gemma":[0.9974771,0.0006677494,0.00042335497,0.00009112965,0.00042925935,0.0009114439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009185068,0.0010400633,0.0025373998,0.002473744,0.0013742219,0.002444148,0.0013760922,0.0046661636,0.0041520363],"category_scores_gemma":[0.0057620164,0.00060518127,0.0014149804,0.0015224115,0.0015801627,0.004261285,0.00074774394,0.0040276702,0.0019450671],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027515995,0.0007416891,0.69249403,0.000883564,0.00026423656,0.1696794,0.0007578887,0.0014364875,0.0036651972,0.0022278128,0.016184414,0.10891376],"study_design_scores_gemma":[0.00042340948,0.0013068015,0.32737502,0.004066284,0.00081917725,0.5934232,0.017642913,0.0049413834,0.0036717812,0.015403774,0.030433169,0.0004930587],"about_ca_topic_score_codex":0.003244606,"about_ca_topic_score_gemma":0.0051045893,"teacher_disagreement_score":0.0046661636,"about_ca_system_score_codex":0.00087297,"about_ca_system_score_gemma":0.0025720154,"threshold_uncertainty_score":0.013889909},"labels":[],"label_agreement":null},{"id":"W2908892149","doi":"10.1016/j.soard.2019.01.003","title":"Patient preferences or surgeon-enforced preferences, when deciding between Roux-en-Y gastric bypass versus sleeve gastrectomy","year":2019,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Sleeve gastrectomy; Medicine; Gastric bypass; Roux-en-Y anastomosis; General surgery; Surgery; Preference; Gastrectomy; Weight loss; Obesity; Cancer; Internal medicine","score_opus":0.03412177003534435,"score_gpt":0.25412870101061813,"score_spread":0.2200069309752738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908892149","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049382267,0.0004993181,0.00009068317,0.9844994,0.0037231902,0.000008438469,0.00006818841,0.0000059367285,0.006166696],"genre_scores_gemma":[0.05416194,0.00086958596,0.00043151103,0.92367625,0.016420102,0.000040072624,0.000050724655,0.000016980572,0.0043328446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99520385,0.002331767,0.0007222106,0.0003854228,0.0005679492,0.00078879687],"domain_scores_gemma":[0.97696084,0.01747048,0.0014107928,0.0002751974,0.0015194872,0.0023631607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006493863,0.00027111766,0.0007386066,0.0005920677,0.0034093603,0.0033136397,0.00086031354,0.025514629,0.008154281],"category_scores_gemma":[0.055774607,0.0004152174,0.0008576633,0.00077203294,0.0022268316,0.002226495,0.000991367,0.018217087,0.0021827694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008140546,0.00024116524,0.027559936,0.00018984561,0.00013870883,0.011137759,0.0020819325,0.0004050764,0.0005216925,0.014490409,0.89087045,0.051548876],"study_design_scores_gemma":[0.0014643632,0.0005424345,0.031870864,0.0022348526,0.00039635244,0.023104778,0.014205572,0.0042970325,0.00095706905,0.080148175,0.84034395,0.00043462333],"about_ca_topic_score_codex":0.011361174,"about_ca_topic_score_gemma":0.028483529,"teacher_disagreement_score":0.025514629,"about_ca_system_score_codex":0.005631341,"about_ca_system_score_gemma":0.006457069,"threshold_uncertainty_score":0.040858448},"labels":[],"label_agreement":null},{"id":"W2910772882","doi":"10.1016/j.soard.2018.12.035","title":"Rates of reoperation and nonoperative intervention within 30 days of bariatric surgery","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; Health Sciences Centre; University of Alberta","funders":"","keywords":"Medicine; Surgery; Psychological intervention; Sleeve gastrectomy; Univariate analysis; Logistic regression; Gastric bypass; Multivariate analysis; Weight loss; Internal medicine; Obesity","score_opus":0.013675761579024566,"score_gpt":0.25420328233783657,"score_spread":0.240527520758812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910772882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99036425,0.0028274353,0.00042055946,0.0003789613,0.00013843749,0.000027026805,0.0009892734,0.00003929951,0.0048146755],"genre_scores_gemma":[0.9971353,0.00058118155,0.00012353281,0.00012388286,0.00008746758,0.0000148737345,0.000898552,0.000009936346,0.0010252103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990339,0.00016186222,0.00017662715,0.00013828553,0.00021751176,0.00027180283],"domain_scores_gemma":[0.99231404,0.0022935676,0.003299051,0.00045605493,0.00043313892,0.0012040309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008323975,0.00024186682,0.0006068416,0.0009241658,0.00042185548,0.0009639854,0.0005071771,0.0006959965,0.0041271816],"category_scores_gemma":[0.007345319,0.00021030898,0.0013343832,0.0005152286,0.0002618276,0.0005790482,0.000760037,0.0016266691,0.0004148394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013317483,0.0002767169,0.98096496,0.00015995714,0.00033633917,0.0006549111,0.00018727817,0.00019851858,0.00064098294,0.00029921375,0.0010835083,0.013865917],"study_design_scores_gemma":[0.00001907873,0.00026054602,0.99578446,0.000063273685,0.000093808725,0.0015320157,0.000485213,0.0004194208,0.00020737149,0.00018946071,0.00091955275,0.00002581564],"about_ca_topic_score_codex":0.0041732634,"about_ca_topic_score_gemma":0.005763579,"teacher_disagreement_score":0.0041732634,"about_ca_system_score_codex":0.0006065678,"about_ca_system_score_gemma":0.00087077636,"threshold_uncertainty_score":0.01380676},"labels":[],"label_agreement":null},{"id":"W2912147310","doi":"10.1016/j.soard.2019.01.024","title":"Evaluating the safety of bariatric surgery for weight loss in class I obesity: A propensity-matched analysis of North American data","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Weight loss; Surgery; Obesity; Propensity score matching; Class (philosophy); Internal medicine; Artificial intelligence","score_opus":0.04109923062705492,"score_gpt":0.299670886524954,"score_spread":0.2585716558978991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912147310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975051,0.00067412865,0.000882589,0.00006311412,0.0000242213,0.00003980425,0.00052734074,0.000006534324,0.00027704242],"genre_scores_gemma":[0.998596,0.00012467314,0.00029129928,0.00004450622,0.00003091721,0.00002495016,0.00082408363,0.000005927206,0.000057465575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98784196,0.0071312203,0.0014627709,0.0018496668,0.0011723714,0.00054186385],"domain_scores_gemma":[0.9722592,0.011396656,0.010080752,0.004337104,0.0011266099,0.00079965626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0113255475,0.00047793429,0.0011067754,0.0014028342,0.00056651625,0.0011497528,0.0008532969,0.00074148155,0.0015955027],"category_scores_gemma":[0.02291037,0.00049302616,0.0029452664,0.0022790476,0.0006863611,0.0012520679,0.0010188294,0.0009046312,0.00019863331],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038958357,0.000112985785,0.98709667,0.00006248379,0.0049515427,0.000058873626,0.00007756067,0.00033317384,0.00023186649,0.000102670674,0.00029755614,0.0027787772],"study_design_scores_gemma":[0.0005998912,0.0011844222,0.9889234,0.000030968786,0.0034253718,0.00026433603,0.00037232335,0.0038767473,0.00025620204,0.0003485218,0.0006878829,0.000029940073],"about_ca_topic_score_codex":0.002448138,"about_ca_topic_score_gemma":0.003328644,"teacher_disagreement_score":0.0113255475,"about_ca_system_score_codex":0.00047417716,"about_ca_system_score_gemma":0.0006649313,"threshold_uncertainty_score":0.059895992},"labels":[],"label_agreement":null},{"id":"W2914536479","doi":"10.1016/j.soard.2019.01.012","title":"Predictors and outcomes of leak after Roux-en-Y gastric bypass: an analysis of the MBSAQIP data registry","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Gastric bypass; Leak; Surgery; Roux-en-Y anastomosis; Internal medicine; Weight loss","score_opus":0.01177561533367208,"score_gpt":0.24582967464071873,"score_spread":0.23405405930704665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914536479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934089,0.00035612675,0.00010584386,0.00010817742,0.000010082719,0.000013828959,0.00546887,0.000008957902,0.0005192635],"genre_scores_gemma":[0.99345016,0.00020985595,0.00012544524,0.00004795377,0.000019777084,0.000032716012,0.005998957,0.0000082187,0.00010682636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982755,0.000333088,0.00032159116,0.00044382244,0.00028704535,0.00033903364],"domain_scores_gemma":[0.99540114,0.00064015255,0.002566656,0.0004367514,0.0004946602,0.0004606442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013719028,0.0003343372,0.0007674529,0.0018736994,0.00042743664,0.0010872056,0.0008023917,0.00062741525,0.0012843577],"category_scores_gemma":[0.0052380413,0.00047176194,0.0010134242,0.0040921625,0.0003708125,0.0012623594,0.0015332724,0.0010606757,0.00032304358],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064034866,0.000015471023,0.9991824,0.000008459541,0.000049711427,0.000022561746,0.000025569685,0.000032853546,0.000031948664,0.000018998748,0.00021102013,0.0003368515],"study_design_scores_gemma":[0.000008711699,0.00002424349,0.9991792,0.000009901207,0.00003806195,0.00008792842,0.00020404313,0.00024448146,0.000024287505,0.000023365777,0.00015109009,0.0000047258563],"about_ca_topic_score_codex":0.010395837,"about_ca_topic_score_gemma":0.010269291,"teacher_disagreement_score":0.010395837,"about_ca_system_score_codex":0.0006768213,"about_ca_system_score_gemma":0.0011014721,"threshold_uncertainty_score":0.020670652},"labels":[],"label_agreement":null},{"id":"W2914554426","doi":"10.1016/j.soard.2019.01.009","title":"Recent trends in intensive treatments of obesity: Is academic research matching public interest?","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"World Health Organization","keywords":"Medicine; Obesity; Weight loss; Popularity; Public interest; Public health; Weight Loss Surgery; Surgery; Internal medicine; Nursing; Gastric bypass; Political science","score_opus":0.09391579130003183,"score_gpt":0.3537363994941818,"score_spread":0.25982060819415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914554426","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026034234,0.30167037,0.0008682687,0.65148425,0.009132666,0.000026249012,0.0011377118,0.000071158756,0.009575137],"genre_scores_gemma":[0.36970004,0.42531174,0.0028617294,0.1402125,0.056681793,0.00008951433,0.0023529048,0.00013506158,0.0026546502],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9943705,0.0015836107,0.00095791917,0.0007538121,0.0013760792,0.0009580415],"domain_scores_gemma":[0.91185874,0.029877456,0.01988026,0.002133557,0.022060657,0.014189308],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.012623992,0.00041456264,0.0011573447,0.0045904675,0.0010504128,0.005772327,0.0015267273,0.0038545227,0.012576182],"category_scores_gemma":[0.044624686,0.00034422617,0.000829119,0.009391113,0.0026881478,0.0057553933,0.0019132394,0.007095252,0.0013481689],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016611865,0.0011188649,0.20431404,0.008351254,0.0006532306,0.0003485581,0.0017716154,0.00089267816,0.0010292345,0.07574454,0.21946806,0.48464674],"study_design_scores_gemma":[0.00048607876,0.00077668607,0.5676971,0.01317948,0.00062719575,0.00095898967,0.010972873,0.0013531275,0.0006873744,0.032596603,0.37045747,0.00020700876],"about_ca_topic_score_codex":0.010430242,"about_ca_topic_score_gemma":0.016291661,"teacher_disagreement_score":0.99540955,"about_ca_system_score_codex":0.006349915,"about_ca_system_score_gemma":0.010651832,"threshold_uncertainty_score":0.066762865},"labels":[],"label_agreement":null},{"id":"W2914970086","doi":"10.1016/j.soard.2019.01.022","title":"Single- or double-anastomosis duodenal switch versus Roux-en-Y gastric bypass as a revisional procedure for sleeve gastrectomy: A systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Duodenal switch; Biliopancreatic Diversion; Sleeve gastrectomy; Surgery; Meta-analysis; Anastomosis; Weight loss; Gastric bypass; Body mass index; Roux-en-Y anastomosis; Adverse effect; Gastrectomy; Internal medicine; Obesity","score_opus":0.10236507278044714,"score_gpt":0.3471625356579183,"score_spread":0.24479746287747117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914970086","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00789177,0.99093,0.00028827073,0.00011414977,0.00014753635,0.00011626384,0.0002848251,0.00001688195,0.000210356],"genre_scores_gemma":[0.18869996,0.8068542,0.0015371143,0.0013756099,0.0002492862,0.00028171172,0.0004848896,0.000031165848,0.0004860674],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9979977,0.00059028825,0.0007476171,0.0003342116,0.00021821314,0.00011192925],"domain_scores_gemma":[0.99641764,0.0023136872,0.00087017845,0.00010011743,0.00021061151,0.000087731154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032290877,0.001941013,0.012230883,0.002269488,0.000409717,0.0021022572,0.0014550699,0.0016685709,0.004588878],"category_scores_gemma":[0.007679594,0.0010274422,0.021543197,0.0032684898,0.0006145997,0.0013977522,0.0010660676,0.0021609582,0.0003531264],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071594156,0.000082268445,0.004309652,0.41042653,0.5535535,0.00013227816,0.00011959365,0.00036456526,0.00044355576,0.00011735546,0.0008667145,0.022424523],"study_design_scores_gemma":[0.0020397103,0.0004022272,0.0037256295,0.0149999615,0.9767404,0.00008572613,0.00007371528,0.000109276894,0.00010229786,0.00013022266,0.0015595966,0.000031250485],"about_ca_topic_score_codex":0.00410124,"about_ca_topic_score_gemma":0.018157365,"teacher_disagreement_score":0.012230883,"about_ca_system_score_codex":0.0013964841,"about_ca_system_score_gemma":0.001647729,"threshold_uncertainty_score":0.017077208},"labels":[],"label_agreement":null},{"id":"W2922602575","doi":"10.1016/j.soard.2019.03.009","title":"Duodenal switch in revisional bariatric surgery: conclusions from an expert consensus panel","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Surgery; Duodenal switch; Consensus conference; General surgery; Gastric bypass; Weight loss; Internal medicine","score_opus":0.024106920402592394,"score_gpt":0.2700689656256077,"score_spread":0.24596204522301535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922602575","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04439704,0.50566554,0.010778955,0.3543991,0.03226147,0.0024233041,0.008282677,0.00016057253,0.041631263],"genre_scores_gemma":[0.4516734,0.29395676,0.036938168,0.1758518,0.023185395,0.0034003903,0.010885898,0.000297028,0.0038111394],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9651061,0.011330267,0.0105507625,0.003833117,0.0076098843,0.0015699188],"domain_scores_gemma":[0.87350935,0.069831945,0.014110139,0.002255054,0.035020933,0.0052726767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08259131,0.001104009,0.0033055127,0.0025073648,0.0014244133,0.0055181403,0.004619104,0.00658867,0.002886681],"category_scores_gemma":[0.11043677,0.000778511,0.0047802534,0.0028985857,0.0011552123,0.003136238,0.003123141,0.007335118,0.0007927298],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044720657,0.00039184545,0.06374982,0.061632056,0.017449725,0.0004962445,0.0028161355,0.0033574782,0.001429195,0.006016964,0.29483247,0.54335606],"study_design_scores_gemma":[0.00900012,0.0010056674,0.14702794,0.2712659,0.041616715,0.0012927336,0.007988087,0.004662695,0.0032032954,0.013506503,0.49862722,0.00080310495],"about_ca_topic_score_codex":0.007935974,"about_ca_topic_score_gemma":0.014623522,"teacher_disagreement_score":0.08259131,"about_ca_system_score_codex":0.003838259,"about_ca_system_score_gemma":0.010303437,"threshold_uncertainty_score":0.4367898},"labels":[],"label_agreement":null},{"id":"W2923042953","doi":"10.1016/j.soard.2019.03.015","title":"Surgical management for chronic leak following sleeve gastrectomy: Review of literature","year":2019,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Leak; Sleeve gastrectomy; Surgery; Gastrectomy; Anastomosis; Complication; General surgery; Medical record; Endoscopy; Gastric bypass; Cancer; Weight loss; Internal medicine","score_opus":0.02476217522172199,"score_gpt":0.31442985862451517,"score_spread":0.2896676834027932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923042953","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022206134,0.9995135,0.000020914864,0.00008432453,0.000039102622,0.000003345944,0.00002516828,0.0000013488906,0.00009023772],"genre_scores_gemma":[0.0015243045,0.998126,0.00008537373,0.00013804619,0.00006621052,0.000004102741,0.000027812299,5.9150466e-7,0.000027641061],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99947995,0.000079760284,0.00022232762,0.00008408858,0.00010696175,0.000026849271],"domain_scores_gemma":[0.9979736,0.0012545345,0.0005517567,0.000019157196,0.00015033537,0.000050540693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090122904,0.00071444456,0.0023843935,0.0039168135,0.000288241,0.0012871124,0.0010953654,0.0010244957,0.00275211],"category_scores_gemma":[0.0034329207,0.0003303577,0.001445212,0.0044194562,0.0004796144,0.0014444937,0.0007070239,0.0009279644,0.00026656428],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003020275,0.00009788849,0.003867532,0.40726593,0.002256132,0.0011533677,0.0002841407,0.00027951697,0.0005362939,0.00067534274,0.016094528,0.56718725],"study_design_scores_gemma":[0.00027550745,0.0006208514,0.0316574,0.5396169,0.023283744,0.02042939,0.0018499632,0.00038253632,0.00066326954,0.0021341087,0.37888214,0.00020410004],"about_ca_topic_score_codex":0.0019823273,"about_ca_topic_score_gemma":0.0052740015,"teacher_disagreement_score":0.0039168135,"about_ca_system_score_codex":0.00039983238,"about_ca_system_score_gemma":0.0017132742,"threshold_uncertainty_score":0.009206653},"labels":[],"label_agreement":null},{"id":"W2940501709","doi":"10.1016/j.soard.2019.03.029","title":"For whom the bell tolls? It is time to retire the classic BPD (bilio-pancreatic diversion) operation","year":2019,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Surgery; General surgery","score_opus":0.03932207236388437,"score_gpt":0.29462679536904,"score_spread":0.25530472300515566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940501709","genre_codex":"review","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000039947547,0.9970554,0.00004478122,0.0017082006,0.00072566513,0.0000023524647,0.000020682854,0.0000040565774,0.00039886124],"genre_scores_gemma":[0.0003921338,0.9962591,0.00013439666,0.0021807381,0.00063346035,0.0000035926475,0.000030076853,0.0000024914846,0.0003641016],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995493,0.00010141759,0.00010137446,0.00007495821,0.00013098642,0.000041909072],"domain_scores_gemma":[0.9989272,0.0006223232,0.00020621702,0.000017939792,0.00016290318,0.00006340453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009837896,0.00068198267,0.002094824,0.0018284337,0.00035784373,0.0018302021,0.0008230912,0.0015369026,0.00689726],"category_scores_gemma":[0.0030022727,0.00023220103,0.001314006,0.0018868085,0.0006655279,0.0023879895,0.001015153,0.0033390087,0.0019603632],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082129336,0.000029834882,0.0004161714,0.03005908,0.00033088404,0.000138624,0.000054951623,0.00008015853,0.00020810623,0.0024499614,0.08171374,0.8844364],"study_design_scores_gemma":[0.000058925758,0.000063747975,0.001583585,0.04872047,0.0007870946,0.0011582928,0.000244983,0.00004762202,0.00009214222,0.002884371,0.94432276,0.00003601139],"about_ca_topic_score_codex":0.0029825156,"about_ca_topic_score_gemma":0.009581361,"teacher_disagreement_score":0.00689726,"about_ca_system_score_codex":0.0007099995,"about_ca_system_score_gemma":0.0023471809,"threshold_uncertainty_score":0.023073673},"labels":[],"label_agreement":null},{"id":"W2946914991","doi":"10.1016/j.soard.2019.05.030","title":"Comment on: laparoscopic sleeve gastrectomy as day-case ambulatory surgery","year":2019,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Ambulatory; Surgery; Sleeve gastrectomy; Gastrectomy; General surgery; Gastric bypass; Internal medicine; Weight loss; Obesity; Cancer","score_opus":0.018635320729635484,"score_gpt":0.25086843187904784,"score_spread":0.23223311114941236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946914991","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012084257,0.00045983653,0.00007507313,0.9749332,0.020727845,0.000015911124,0.000111295296,0.000023190236,0.0024452694],"genre_scores_gemma":[0.0070248838,0.0005803383,0.00018010319,0.9464887,0.04056302,0.00003539941,0.0000663248,0.00002564326,0.0050356705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744594,0.00042586974,0.00041466492,0.00040393145,0.00056105125,0.0007486646],"domain_scores_gemma":[0.9935289,0.0023432972,0.00086024444,0.00019347519,0.0010043744,0.0020697075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021618898,0.0008551246,0.00133036,0.0010094062,0.004379747,0.0040115393,0.0017931456,0.073533155,0.008790219],"category_scores_gemma":[0.019729584,0.0009263464,0.0013502171,0.0012598424,0.0024931927,0.0030714485,0.0017805047,0.04455649,0.0061694453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010025212,0.000055670287,0.0034922233,0.00005988245,0.000024622277,0.0066664014,0.0001923788,0.00011731663,0.00019823718,0.0017611581,0.98204756,0.005284437],"study_design_scores_gemma":[0.0003791358,0.0003059868,0.013487437,0.001050857,0.00013266226,0.014626826,0.0025995334,0.0017953304,0.0005857891,0.010644643,0.9540419,0.00034985135],"about_ca_topic_score_codex":0.01000781,"about_ca_topic_score_gemma":0.01866395,"teacher_disagreement_score":0.073533155,"about_ca_system_score_codex":0.0052160094,"about_ca_system_score_gemma":0.0062043197,"threshold_uncertainty_score":0.037844896},"labels":[],"label_agreement":null},{"id":"W2947701326","doi":"10.1016/j.soard.2019.05.032","title":"Comment on: Gastric leak after laparoscopic sleeve gastrectomy: management with endoscopic double pigtail drainage. A systematic review","year":2019,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Leak; Surgery; General surgery; Pigtail; Gastric bypass; Weight loss; Internal medicine; Obesity","score_opus":0.024688996759905033,"score_gpt":0.28002677497569606,"score_spread":0.255337778215791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947701326","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017396081,0.5931705,0.000668724,0.26615086,0.11783111,0.0013432816,0.0144468,0.00019263585,0.0044563813],"genre_scores_gemma":[0.020259658,0.5349277,0.0013836785,0.38340563,0.04609639,0.0020003754,0.0040175323,0.00013195103,0.0077771484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933989,0.0017528727,0.0020937768,0.00055149174,0.00187313,0.00032982338],"domain_scores_gemma":[0.95910025,0.026819937,0.0052379225,0.0006223165,0.0077078976,0.00051160075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009601908,0.0015695743,0.0050798925,0.0037016177,0.00077693386,0.002045464,0.0032528993,0.0059816763,0.017586123],"category_scores_gemma":[0.06739813,0.00075847306,0.0048979977,0.0057509304,0.0011087402,0.004341104,0.0018166051,0.0036437374,0.0028575286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005411906,0.000015765023,0.0009572951,0.3113675,0.0037207126,0.00039529364,0.00022152333,0.00014049523,0.00035045028,0.00085055904,0.6495069,0.031932298],"study_design_scores_gemma":[0.0026411908,0.0002749858,0.0077887755,0.36472687,0.028470384,0.0013097486,0.00069242733,0.0003380938,0.0007559489,0.0049903626,0.58778924,0.00022196885],"about_ca_topic_score_codex":0.009885576,"about_ca_topic_score_gemma":0.017786711,"teacher_disagreement_score":0.017586123,"about_ca_system_score_codex":0.0026244784,"about_ca_system_score_gemma":0.0068863076,"threshold_uncertainty_score":0.058831394},"labels":[],"label_agreement":null},{"id":"W2948336769","doi":"10.1016/j.soard.2019.05.036","title":"Comment on: Banded versus nonbanded sleeve gastrectomy: 5-year results of a matched-pair analysis","year":2019,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Surgery; Gastrectomy; General surgery; Gastric bypass; Weight loss; Internal medicine; Cancer; Obesity","score_opus":0.020233805873941725,"score_gpt":0.2530503883259449,"score_spread":0.23281658245200318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948336769","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00804089,0.00069389225,0.00032369836,0.9388001,0.0478081,0.00006236996,0.0018879117,0.00008877569,0.0022941956],"genre_scores_gemma":[0.02430401,0.00038206374,0.0004221855,0.93919235,0.030853838,0.00013320215,0.00040623473,0.00004869241,0.00425745],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99554694,0.0017833075,0.00064998615,0.0006918192,0.0008831406,0.00044481186],"domain_scores_gemma":[0.9728156,0.020412717,0.0018692454,0.00091262354,0.0027165785,0.0012731983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007902897,0.00067236245,0.0019350556,0.00086852536,0.0022498404,0.0019337935,0.0021024493,0.020642335,0.006462562],"category_scores_gemma":[0.050981537,0.00063579815,0.0016767189,0.0015473113,0.0014039803,0.0015766518,0.000803583,0.013185432,0.00514134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017003793,0.00012117841,0.010990625,0.00012508323,0.00016670789,0.0012671037,0.00021012344,0.00012583676,0.00032582035,0.0009080735,0.9752704,0.008788665],"study_design_scores_gemma":[0.0066542197,0.00221973,0.0861735,0.001751671,0.0024584306,0.0063520116,0.005218095,0.007485412,0.0038665181,0.020635443,0.8563273,0.0008577047],"about_ca_topic_score_codex":0.009890617,"about_ca_topic_score_gemma":0.013342783,"teacher_disagreement_score":0.020642335,"about_ca_system_score_codex":0.002744748,"about_ca_system_score_gemma":0.002459655,"threshold_uncertainty_score":0.041794956},"labels":[],"label_agreement":null},{"id":"W2948741799","doi":"10.1016/j.soard.2019.05.035","title":"Metabolic outcomes after bariatric surgery for Indigenous patients in Ontario","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Ministry of Economy, Trade and Industry","keywords":"Medicine; Body mass index; Obesity; Confidence interval; Population; Indigenous; Demography; Surgery; Internal medicine; Environmental health","score_opus":0.009722326893776344,"score_gpt":0.2192246965846189,"score_spread":0.20950236969084257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948741799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962083,0.00019358558,0.000031120668,0.00032989206,0.000010098114,0.000016060512,0.0012805852,0.0000027336464,0.0019277157],"genre_scores_gemma":[0.9982016,0.00026641256,0.000050449657,0.00009994597,0.0000072308294,0.000013119564,0.000659048,0.0000023572677,0.0006997848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99949265,0.000040983465,0.00003328845,0.000058669164,0.00009946154,0.000274913],"domain_scores_gemma":[0.9990551,0.00005396327,0.00031577353,0.000028053102,0.00021950394,0.00032764496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026507556,0.00019568122,0.00034073245,0.0005896771,0.0022689353,0.000926572,0.0007215968,0.00039229018,0.0021846427],"category_scores_gemma":[0.0013399962,0.0002917086,0.00063793623,0.0022008647,0.0005232727,0.0005076431,0.0011532541,0.00071881374,0.00017213573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006907183,0.00004791991,0.99542785,0.000033490203,0.000048201193,0.0001610075,0.0019151804,0.000040578987,0.00009708277,0.00008045673,0.0005155471,0.00156368],"study_design_scores_gemma":[0.0000063355606,0.000018539067,0.9962112,0.00002301699,0.000018358674,0.00004428094,0.0032296681,0.000046219244,0.000012227426,0.000020896596,0.00036371037,0.000005607137],"about_ca_topic_score_codex":0.96587944,"about_ca_topic_score_gemma":0.9878499,"teacher_disagreement_score":0.03412056,"about_ca_system_score_codex":0.011048653,"about_ca_system_score_gemma":0.012668289,"threshold_uncertainty_score":0.080164015},"labels":[],"label_agreement":null},{"id":"W2954866799","doi":"10.1016/j.soard.2019.06.030","title":"Bariatric surgery outcomes in oxygen-dependent patients: analysis of the MBSAQIP database","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Surgery; Sleeve gastrectomy; Odds ratio; Perioperative; Propensity score matching; Gastric bypass; Bleed; Complication; Adverse effect; Internal medicine; Obesity; Weight loss","score_opus":0.01067502270679353,"score_gpt":0.23167784011156398,"score_spread":0.22100281740477046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954866799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777543,0.00056431,0.00008594969,0.00012273846,0.000012233091,0.00003447096,0.020618023,0.000007945624,0.00080001797],"genre_scores_gemma":[0.9721485,0.0004868526,0.00016406356,0.00010897017,0.0000376528,0.00010423404,0.026692161,0.000009213736,0.0002483943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880743,0.00017921679,0.00021654235,0.00033740202,0.0002351545,0.00022424736],"domain_scores_gemma":[0.99761814,0.00028784946,0.001340297,0.00017782766,0.00025850022,0.00031728973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007531647,0.00037678872,0.00094343803,0.002332468,0.0003905906,0.0010992808,0.00081961724,0.00056488276,0.0016500202],"category_scores_gemma":[0.0032804767,0.0003199095,0.0010412203,0.0049697165,0.00022380931,0.0009364452,0.0014297938,0.00083829527,0.00033806113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002575405,0.000049613333,0.9971956,0.00005189446,0.00029024316,0.00004097965,0.00005413938,0.0000682201,0.00007881231,0.000047842354,0.000776447,0.001088607],"study_design_scores_gemma":[0.000022915316,0.000033303768,0.9991072,0.000014997764,0.00008684723,0.00006552391,0.00017829021,0.00017952909,0.000024066194,0.000022163988,0.00026041534,0.000004787616],"about_ca_topic_score_codex":0.016572446,"about_ca_topic_score_gemma":0.015737051,"teacher_disagreement_score":0.016572446,"about_ca_system_score_codex":0.00076540094,"about_ca_system_score_gemma":0.00091345666,"threshold_uncertainty_score":0.03295195},"labels":[],"label_agreement":null},{"id":"W2967683621","doi":"10.1016/j.soard.2019.07.017","title":"Predictors and outcomes of bleed after sleeve gastrectomy: an analysis of the MBSAQIP data registry","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Bleed; Surgery; Sleeve gastrectomy; Body mass index; Logistic regression; Univariate analysis; Complication; Gastric bypass; Multivariate analysis; Obesity; Internal medicine; Weight loss","score_opus":0.012232524636617911,"score_gpt":0.24665385904829557,"score_spread":0.23442133441167765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967683621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880343,0.00045364152,0.00012225237,0.00014162644,0.000012817641,0.000016937543,0.010394411,0.000011670116,0.00081219425],"genre_scores_gemma":[0.99059063,0.00022812943,0.00010315118,0.00005328486,0.000020725287,0.00003037945,0.008808277,0.000008329218,0.00015696371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845207,0.00028942124,0.0002707933,0.00039669583,0.0002683234,0.0003227502],"domain_scores_gemma":[0.9956227,0.00057460024,0.0023913702,0.0004356392,0.0004443242,0.0005313799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011527544,0.0002896683,0.0007083906,0.0017400682,0.0004015773,0.001134518,0.00081937405,0.0006090048,0.0015764537],"category_scores_gemma":[0.004431802,0.0004322265,0.0009836307,0.0038199935,0.00036244647,0.0011836613,0.0013962042,0.0011585177,0.00037396207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006370122,0.000012421923,0.9991665,0.000008642756,0.00005433502,0.000020387684,0.000021311347,0.000036662117,0.000030380197,0.000022701981,0.0002581925,0.00030475948],"study_design_scores_gemma":[0.0000069992243,0.000019423758,0.99928576,0.000009178634,0.000029391047,0.00006907123,0.00015238753,0.00020158691,0.000022312051,0.000024642228,0.00017506107,0.0000042204065],"about_ca_topic_score_codex":0.012027646,"about_ca_topic_score_gemma":0.013455598,"teacher_disagreement_score":0.012027646,"about_ca_system_score_codex":0.00068951625,"about_ca_system_score_gemma":0.00096105586,"threshold_uncertainty_score":0.02391529},"labels":[],"label_agreement":null},{"id":"W2971862110","doi":"10.1016/j.soard.2019.08.025","title":"Concurrent bariatric surgery and paraesophageal hernia repair: an analysis of the Metabolic and Bariatric Surgery Association Quality Improvement Program (MBSAQIP) database","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Surgery; Propensity score matching; Body mass index; Incidence (geometry); Obesity; Sleeve gastrectomy; Cohort; Weight loss; Gastric bypass; Internal medicine","score_opus":0.017096848322600392,"score_gpt":0.28164859345432336,"score_spread":0.26455174513172297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971862110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781349,0.0009833289,0.00017681402,0.00020502845,0.000026770056,0.00008270819,0.019700926,0.000012127052,0.00067733834],"genre_scores_gemma":[0.9807562,0.0005328651,0.0002974242,0.00018711979,0.00003941822,0.00013073947,0.017844373,0.000010490489,0.00020137783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967302,0.00066806696,0.00062469824,0.0008924015,0.0006892986,0.00039525033],"domain_scores_gemma":[0.9915187,0.0012438955,0.0048425677,0.0006244939,0.0009790119,0.00079134735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017080024,0.00042476592,0.0010847723,0.002581783,0.00064284814,0.0014693275,0.0013169792,0.0010417035,0.0014899004],"category_scores_gemma":[0.00723514,0.0005383326,0.0016353662,0.007821441,0.0003767526,0.0016974467,0.0019312982,0.0013525699,0.00023622341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009838892,0.000045308974,0.9987393,0.000028277103,0.00019524306,0.000021684467,0.000033765307,0.000039780323,0.000025111325,0.000017291908,0.00033916265,0.0004166856],"study_design_scores_gemma":[0.000018639736,0.000025710891,0.9993327,0.000011687164,0.00006942861,0.000051936095,0.00015048054,0.00016577773,0.000013821222,0.0000093245935,0.00014553354,0.0000049688115],"about_ca_topic_score_codex":0.042467333,"about_ca_topic_score_gemma":0.049742673,"teacher_disagreement_score":0.042467333,"about_ca_system_score_codex":0.0014216934,"about_ca_system_score_gemma":0.0019196941,"threshold_uncertainty_score":0.08444029},"labels":[],"label_agreement":null},{"id":"W2972324307","doi":"10.1016/j.soard.2019.09.053","title":"Implementation and evaluation of a comprehensive proficiency-based curriculum in an advanced, minimally invasive procedure: a multi-institutional Canadian experience","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Queen's University","funders":"Southeastern Ontario Academic Medical Organization; Royal College of Physicians and Surgeons of Canada; Ontario Research Foundation; Royal Australasian College of Surgeons","keywords":"Medicine; Curriculum; Invasive surgery; Surgery; Medical physics; Medical education; Pedagogy","score_opus":0.03732028677140761,"score_gpt":0.33881545354941905,"score_spread":0.30149516677801147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972324307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954014,0.00011443915,0.00027184314,0.0005035332,0.000039650477,0.0007609233,0.0002476761,0.000020016309,0.0026406199],"genre_scores_gemma":[0.9894705,0.0006314918,0.0043926095,0.0005738795,0.000027485088,0.0005684535,0.00079807494,0.000038151044,0.0034993326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945155,0.0008916589,0.00023985528,0.00037443163,0.0017731932,0.0022052852],"domain_scores_gemma":[0.9817624,0.0013124638,0.0010896357,0.00038911522,0.007038649,0.008407795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057228105,0.0008497686,0.00059670006,0.001161073,0.0075856294,0.0021779723,0.0027956087,0.0012709608,0.0022673297],"category_scores_gemma":[0.013727238,0.000645612,0.00068041816,0.002087844,0.0019101967,0.0008269083,0.00319214,0.0018900469,0.00033279904],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003237322,0.052530143,0.50441855,0.0008600515,0.00021266988,0.002132478,0.12890783,0.004612588,0.0057723043,0.0015473206,0.01798798,0.27778077],"study_design_scores_gemma":[0.0006438342,0.011430478,0.88068837,0.0004592753,0.000130851,0.0005461211,0.07782534,0.0028254318,0.001663342,0.00020964783,0.023276081,0.00030125465],"about_ca_topic_score_codex":0.925314,"about_ca_topic_score_gemma":0.9745095,"teacher_disagreement_score":0.07468599,"about_ca_system_score_codex":0.06322287,"about_ca_system_score_gemma":0.19105117,"threshold_uncertainty_score":0.45871615},"labels":[],"label_agreement":null},{"id":"W2984523339","doi":"10.1016/j.soard.2019.08.117","title":"A172 The Role of Bariatric Surgery in Patients with Obesity and Advanced Heart Failure as a Bridge to Heart Transplantation: A Systematic Review and Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Contraindication; Surgery; Perioperative; Heart failure; Meta-analysis; Obesity; Candidacy; Heart transplantation; Transplantation; Internal medicine","score_opus":0.027717352314129466,"score_gpt":0.30352042647480965,"score_spread":0.2758030741606802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984523339","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004224243,0.99422234,0.00035235583,0.00017623101,0.00021321105,0.000124941,0.00045914965,0.000019602989,0.00020795745],"genre_scores_gemma":[0.17804758,0.8153596,0.002134468,0.0021648807,0.00045533164,0.00045808827,0.00077168085,0.000042740256,0.0005655311],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9949763,0.0016921185,0.0018676942,0.0006716399,0.0005426122,0.00024966034],"domain_scores_gemma":[0.9889914,0.007509437,0.0023129159,0.00037482745,0.00061660283,0.0001948973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007067174,0.0024464559,0.014473859,0.0035103292,0.0005196106,0.003207082,0.0018374074,0.0027993943,0.006306375],"category_scores_gemma":[0.020593248,0.0016076986,0.032670625,0.004773475,0.00076204987,0.0017944793,0.0018144447,0.0025297008,0.00053567736],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002232774,0.000037485257,0.0065156296,0.32444826,0.6537515,0.000100577076,0.00008166182,0.00022532782,0.00029593386,0.00011085203,0.00075294205,0.011447147],"study_design_scores_gemma":[0.00074594095,0.00011307008,0.0039419727,0.013908521,0.97965974,0.00004852322,0.000035856454,0.00008285806,0.0000511521,0.00011050529,0.0012806106,0.000021292559],"about_ca_topic_score_codex":0.007336441,"about_ca_topic_score_gemma":0.023242401,"teacher_disagreement_score":0.014473859,"about_ca_system_score_codex":0.0015296988,"about_ca_system_score_gemma":0.0029968184,"threshold_uncertainty_score":0.03737521},"labels":[],"label_agreement":null},{"id":"W2984618381","doi":"10.1016/j.soard.2019.08.415","title":"A477 Effect of Mobile Electronic Health Application on Postoperative Outcomes of Bariatric Surgery Patients","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Perioperative; Surgery; Center of excellence; Health care; Excellence; General surgery","score_opus":0.008338235648928565,"score_gpt":0.3270199091680907,"score_spread":0.31868167351916216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984618381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99535334,0.0011169822,0.000050316932,0.00037498304,0.00012617554,0.000023976438,0.0004654017,0.000007732019,0.002481184],"genre_scores_gemma":[0.997282,0.00045978767,0.000060394817,0.00018373808,0.00007811923,0.000028931527,0.00032170434,0.0000041590633,0.0015811633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988292,0.00032832398,0.0001474616,0.00014690196,0.00019239643,0.00035574968],"domain_scores_gemma":[0.99383944,0.003118015,0.0013419031,0.00018776914,0.0005071933,0.0010057437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012288035,0.000358458,0.00064103596,0.00047607502,0.0006237725,0.0014991201,0.00045612935,0.0011325291,0.013113185],"category_scores_gemma":[0.009544003,0.00022804219,0.004027173,0.0007436143,0.00042334682,0.0012223974,0.0010769273,0.0023302985,0.0008607682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04168496,0.0068324865,0.8818061,0.0009326931,0.0030848077,0.00028303117,0.00084487343,0.0004751226,0.0005701177,0.0003451019,0.0021525153,0.060988165],"study_design_scores_gemma":[0.0007410813,0.013713086,0.97715855,0.00025584185,0.0024599202,0.00009439509,0.0019907935,0.0008792228,0.0003648953,0.00043170637,0.0018424671,0.0000681576],"about_ca_topic_score_codex":0.0048608966,"about_ca_topic_score_gemma":0.006219211,"teacher_disagreement_score":0.013113185,"about_ca_system_score_codex":0.0006185775,"about_ca_system_score_gemma":0.0012612189,"threshold_uncertainty_score":0.043867946},"labels":[],"label_agreement":null},{"id":"W2985128376","doi":"10.1016/j.soard.2019.10.021","title":"The Edmonton Obesity Staging System: assessing a potential tool to improve the management of obesity surgery in the Brazilian public health services","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obesity; Body mass index; Public health; Categorization; Retrospective cohort study; Surgery; Internal medicine; Pathology","score_opus":0.010650182902104816,"score_gpt":0.24993502461603223,"score_spread":0.23928484171392742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985128376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94134945,0.0038526568,0.0029145654,0.0063155824,0.00027850192,0.0006254257,0.012661756,0.00008889164,0.031913117],"genre_scores_gemma":[0.98089486,0.0020598872,0.009224928,0.0003532745,0.00009992981,0.00036546952,0.0045201587,0.000024988123,0.002456354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990013,0.0003755154,0.000100878555,0.000086646265,0.0002746956,0.00016093865],"domain_scores_gemma":[0.99762195,0.0004965005,0.0007840429,0.00008027491,0.0006588983,0.00035836597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029768662,0.0005846,0.0003616247,0.004700569,0.00058449054,0.0008844319,0.00092829287,0.00037876135,0.002711806],"category_scores_gemma":[0.010145696,0.0002893004,0.0006690577,0.0038063235,0.0003840273,0.00061531673,0.0011420366,0.00050515094,0.0001947862],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045540502,0.000061056104,0.97097427,0.00010628021,0.00006003595,0.00005190157,0.000497764,0.00020725475,0.000092902716,0.0011429463,0.0038570121,0.022903066],"study_design_scores_gemma":[0.000026139289,0.000046106717,0.99153745,0.00023764971,0.00008094081,0.00010413721,0.0012338256,0.0014216587,0.00007011352,0.00041585343,0.004814129,0.00001196284],"about_ca_topic_score_codex":0.20041169,"about_ca_topic_score_gemma":0.34075055,"teacher_disagreement_score":0.20041169,"about_ca_system_score_codex":0.002625823,"about_ca_system_score_gemma":0.006090183,"threshold_uncertainty_score":0.3984903},"labels":[],"label_agreement":null},{"id":"W2986586633","doi":"10.1016/j.soard.2019.08.102","title":"A156 Esophageal Cancer after Sleeve Gastrectomy: A Population-based Cohort Study","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Sleeve gastrectomy; GERD; Reflux; Esophagus; Esophageal cancer; Surgery; Incidence (geometry); Cancer; Gastrectomy; Gastroenterology; Cohort; Barrett's esophagus; General surgery; Internal medicine; Disease; Weight loss; Obesity; Adenocarcinoma; Gastric bypass","score_opus":0.006928981480804144,"score_gpt":0.2472912276294946,"score_spread":0.24036224614869045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986586633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978676,0.00023878063,0.00014701941,0.000048233236,0.000022746926,0.000024356807,0.0011820556,0.000006078804,0.00046310533],"genre_scores_gemma":[0.99785763,0.0001569443,0.000109990135,0.00006807678,0.000024104802,0.000031970787,0.0011910402,0.000006663116,0.0005536565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990151,0.00014314678,0.000107061576,0.00041689724,0.00014049056,0.00017724934],"domain_scores_gemma":[0.9990891,0.000084878215,0.0002403066,0.00024387334,0.00011755092,0.00022426397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000750162,0.00073824066,0.0009290959,0.00095734675,0.0015885397,0.0016157752,0.0007282558,0.0012511446,0.0043944684],"category_scores_gemma":[0.0015316665,0.0015656562,0.0019928482,0.0022602333,0.000540509,0.0013667737,0.0009616649,0.0017250921,0.0013172082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041290812,0.00013335678,0.9973876,0.00001662607,0.00036854047,0.00028624875,0.00014678272,0.000028718154,0.00060493394,0.000029680277,0.00018710861,0.00039746874],"study_design_scores_gemma":[0.0000597714,0.00022717677,0.9978327,0.000009342359,0.00020455828,0.00057331007,0.0005501447,0.00011051974,0.00004843395,0.000040143048,0.00032743576,0.000016497534],"about_ca_topic_score_codex":0.0125191035,"about_ca_topic_score_gemma":0.01686406,"teacher_disagreement_score":0.0125191035,"about_ca_system_score_codex":0.0007074738,"about_ca_system_score_gemma":0.000786978,"threshold_uncertainty_score":0.02489245},"labels":[],"label_agreement":null},{"id":"W2986659820","doi":"10.1016/j.soard.2019.08.468","title":"A530 Patient Preferences Towards Characteristics to Be Used in Prioritizing Patients for Bariatric Surgery: a Discrete Choice Experiment","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Surgery; Obesity; Severe obesity; General surgery; Weight loss; Internal medicine","score_opus":0.023073660887668535,"score_gpt":0.26463586900816843,"score_spread":0.2415622081204999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986659820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99400663,0.000048668546,0.0017963831,0.00046300862,0.000109554894,0.0015111188,0.00032254434,0.000017980163,0.0017240903],"genre_scores_gemma":[0.98156184,0.00010210277,0.009792014,0.00088675396,0.000114040704,0.004620484,0.000282536,0.000011675018,0.0026285418],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9924905,0.0051610805,0.0005609447,0.0005956058,0.00066358724,0.00052826887],"domain_scores_gemma":[0.9285267,0.06283687,0.0030747724,0.0017690221,0.0007701563,0.003022539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012952926,0.0013624253,0.0011339054,0.00047032358,0.0009816211,0.0028488636,0.0009558043,0.0033902295,0.017294195],"category_scores_gemma":[0.041163888,0.0009544811,0.0015984579,0.00037093906,0.0021726773,0.0018062141,0.00097360637,0.0030032292,0.001793325],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.58941007,0.23845036,0.03532351,0.0013593481,0.0014874354,0.0006337171,0.0061581475,0.020875515,0.029256701,0.012547381,0.004251905,0.060245886],"study_design_scores_gemma":[0.2466916,0.5497777,0.049851183,0.00034928034,0.0017195401,0.00042220418,0.0037472025,0.0954615,0.0152414935,0.027675688,0.008279525,0.00078311964],"about_ca_topic_score_codex":0.00077659375,"about_ca_topic_score_gemma":0.0006081687,"teacher_disagreement_score":0.017294195,"about_ca_system_score_codex":0.0009574842,"about_ca_system_score_gemma":0.002280733,"threshold_uncertainty_score":0.068502426},"labels":[],"label_agreement":null},{"id":"W2986801983","doi":"10.1016/j.soard.2019.08.148","title":"A203 Surgeon and hospital volume outcomes in bariatric surgery: a population-based study","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery; General surgery","score_opus":0.00803856148025251,"score_gpt":0.23080143839418868,"score_spread":0.22276287691393618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986801983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99839157,0.00017655297,0.000066654764,0.00007733165,0.000013035872,0.000009630354,0.00074821286,0.0000033377225,0.0005136191],"genre_scores_gemma":[0.99875975,0.00009231758,0.000040485367,0.000060269424,0.00002489103,0.000012487333,0.0008237284,0.000002793237,0.00018328315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986284,0.00038332,0.00017603861,0.0002794255,0.00026562207,0.0002672949],"domain_scores_gemma":[0.9972759,0.00042746653,0.0012889822,0.00021988842,0.00027013637,0.0005177305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001010594,0.0005341348,0.0005991277,0.0021982328,0.0010018598,0.0018141227,0.00072846474,0.0013305448,0.0028849987],"category_scores_gemma":[0.0035119907,0.0007193448,0.002155458,0.00408473,0.00057188474,0.0016387899,0.0011356008,0.0013908711,0.00056605076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011879912,0.00009868471,0.9990477,0.000007288468,0.00018942307,0.000048672,0.000042316937,0.000023320208,0.00005660618,0.000013520869,0.00008571652,0.00026795373],"study_design_scores_gemma":[0.000014436584,0.00010220103,0.9992673,0.0000035004173,0.00005876506,0.00010575371,0.00024603342,0.00008684135,0.00001334957,0.000022188986,0.000073434756,0.0000062555528],"about_ca_topic_score_codex":0.01196333,"about_ca_topic_score_gemma":0.015272506,"teacher_disagreement_score":0.01196333,"about_ca_system_score_codex":0.0008020534,"about_ca_system_score_gemma":0.0007387397,"threshold_uncertainty_score":0.02378738},"labels":[],"label_agreement":null},{"id":"W2987438334","doi":"10.1016/j.soard.2019.10.025","title":"Clinical practice guidelines for the perioperative nutrition, metabolic, and nonsurgical support of patients undergoing bariatric procedures – 2019 update: cosponsored by American Association of Clinical Endocrinologists/American College of Endocrinology, The Obesity Society, American Society for Metabolic &amp; Bariatric Surgery, Obesity Medicine Association, and American Society of Anesthesiologists","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":565,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Novo Nordisk; Ionis Pharmaceuticals; David Geffen School of Medicine, University of California, Los Angeles; Amgen; Atkinson Foundation; Vela Foundation; University of Washington; Gilead Sciences; Eisai; Merck; Sanofi; Novartis; Takeda Pharmaceuticals U.S.A.; Pfizer","keywords":"Medicine; Perioperative; Context (archaeology); American society of anesthesiologists; Obesity; Checklist; Health care; Internal medicine; Surgery; Family medicine; Intensive care medicine","score_opus":0.032259150883220365,"score_gpt":0.34959851342530757,"score_spread":0.3173393625420872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987438334","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010810552,0.49527872,0.03668344,0.27087277,0.03353364,0.003597335,0.028222602,0.004017753,0.11698309],"genre_scores_gemma":[0.046396084,0.53979486,0.19808128,0.0971457,0.018860804,0.008169694,0.06318198,0.00079751236,0.027572004],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99496365,0.0012875139,0.0016940732,0.00022468854,0.0015881278,0.00024191232],"domain_scores_gemma":[0.9702563,0.0062813507,0.0051999935,0.0003969932,0.016439658,0.0014257646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005263795,0.0009786385,0.0014844955,0.00381072,0.0006291764,0.002073191,0.0023215483,0.0027823336,0.0075582745],"category_scores_gemma":[0.027184624,0.0005349327,0.0018011018,0.003227348,0.00043193856,0.0014796555,0.0013944748,0.0052239057,0.0047049774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080612685,0.00024452,0.0041493047,0.0023125764,0.00015645594,0.00013881813,0.00014055845,0.0006166967,0.00026718943,0.0015448077,0.65568423,0.3346642],"study_design_scores_gemma":[0.00045660793,0.00017713367,0.025517548,0.024187522,0.00054181815,0.0008155254,0.00044225916,0.0014562458,0.0003463452,0.004263929,0.9416441,0.00015098686],"about_ca_topic_score_codex":0.019353224,"about_ca_topic_score_gemma":0.056703974,"teacher_disagreement_score":0.019353224,"about_ca_system_score_codex":0.0025283874,"about_ca_system_score_gemma":0.010959427,"threshold_uncertainty_score":0.038481116},"labels":[],"label_agreement":null},{"id":"W2987902131","doi":"10.1016/j.soard.2019.08.211","title":"A271 Behavioral and Psychosocial Predictors of Adherence to Dietary Recommendations One-year post-bariatric Surgery","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Psychosocial; Surgery; Weight loss; General surgery; Obesity; Psychiatry; Internal medicine","score_opus":0.02718921186720982,"score_gpt":0.2830370178942478,"score_spread":0.255847806027038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987902131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980564,0.00020621988,0.00003056868,0.00016038227,0.000029964052,0.000010015062,0.00064274407,0.0000043755285,0.0008593852],"genre_scores_gemma":[0.99788815,0.00014630785,0.000052610732,0.00005754402,0.000028483666,0.000014095866,0.000721718,0.0000024181095,0.0010888214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994518,0.00010114875,0.0000617592,0.000082649414,0.0000974307,0.00020522892],"domain_scores_gemma":[0.99658597,0.00067470415,0.0011912979,0.00014176515,0.0003007555,0.0011054036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060063053,0.00038401724,0.00045176837,0.0006724297,0.00080273964,0.0009984662,0.0005889789,0.0010470658,0.0050398563],"category_scores_gemma":[0.0038428814,0.00034448307,0.0012755443,0.0009498906,0.00033431078,0.0006652517,0.00075204164,0.0021613324,0.00067102775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041479937,0.00060238835,0.9959835,0.0000207111,0.00018821837,0.000047183286,0.00008175977,0.00006338998,0.00011973555,0.000019693265,0.00018623234,0.002272369],"study_design_scores_gemma":[0.000007123435,0.00021237334,0.99926215,0.0000066015914,0.000035653407,0.000025832427,0.00020553937,0.00010950145,0.000023619641,0.000014386223,0.00009254548,0.000004740043],"about_ca_topic_score_codex":0.023219224,"about_ca_topic_score_gemma":0.025303006,"teacher_disagreement_score":0.023219224,"about_ca_system_score_codex":0.0006310555,"about_ca_system_score_gemma":0.0009987521,"threshold_uncertainty_score":0.04616815},"labels":[],"label_agreement":null},{"id":"W2988347167","doi":"10.1016/j.soard.2019.08.092","title":"A146 Laparoscopic Sleeve Gastrectomy versus Laparoscopic Roux-en-Y Gastric Bypass: A Meta-Analysis of Weight Loss, Comorbidities, and Biochemical Outcomes from Randomized Controlled Trials","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Roux-en-Y anastomosis; Gastric bypass; Sleeve gastrectomy; Surgery; Weight loss; Meta-analysis; Randomized controlled trial; General surgery; Gastrectomy; Laparoscopy; Obesity; Internal medicine; Cancer","score_opus":0.03565479557289499,"score_gpt":0.28845576919381705,"score_spread":0.2528009736209221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988347167","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20604637,0.7839887,0.0039395248,0.00083242956,0.0014919054,0.00049308885,0.001674072,0.00019813576,0.0013357128],"genre_scores_gemma":[0.94133055,0.052922226,0.0019451998,0.0011533614,0.00056834,0.0003245323,0.0009884508,0.00007230313,0.0006949128],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9891588,0.0062060268,0.0018996763,0.0017102241,0.0006219824,0.00040322254],"domain_scores_gemma":[0.98982567,0.0068954024,0.0017921757,0.0007572392,0.00041146966,0.00031814005],"candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.011645956,0.0033002745,0.0137915,0.0015680178,0.0007609929,0.0036258192,0.001825922,0.0027745138,0.004040234],"category_scores_gemma":[0.019203039,0.0018298746,0.04004436,0.0024118712,0.001223514,0.0021453367,0.0015954154,0.0035639142,0.0004628307],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.044115346,0.000049062106,0.0077024563,0.018209603,0.92570907,0.00006904721,0.00003883024,0.00043935498,0.00035247588,0.000088894325,0.00028585148,0.002940061],"study_design_scores_gemma":[0.013636417,0.0008706108,0.006758226,0.00074195326,0.97642356,0.000054997145,0.000040816263,0.0004245722,0.00010563394,0.00033658795,0.0005806934,0.000025994152],"about_ca_topic_score_codex":0.0035094752,"about_ca_topic_score_gemma":0.006135969,"teacher_disagreement_score":0.9862085,"about_ca_system_score_codex":0.0011079573,"about_ca_system_score_gemma":0.000910008,"threshold_uncertainty_score":0.061590433},"labels":[],"label_agreement":null},{"id":"W2988526588","doi":"10.1016/j.soard.2019.08.508","title":"A571 Oesophageal adenocarcinoma after conversion of sleeve gastrectomy to Roux-Y gastric bypass for gastroesophageal reflux. A case report.","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Reflux; Roux-en-Y anastomosis; Gastric bypass; Sleeve gastrectomy; Incidence (geometry); Gastroenterology; Surgery; Cancer; Gastrectomy; Internal medicine; General surgery; Weight loss; Disease; Obesity","score_opus":0.008829215894027336,"score_gpt":0.2420491435368799,"score_spread":0.23321992764285257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988526588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832518,0.0033353965,0.0012178414,0.0017794686,0.00044464954,0.00009996199,0.00018289377,0.00008318797,0.009604784],"genre_scores_gemma":[0.99608,0.00085256965,0.00043305938,0.00055498886,0.0004951708,0.000016546166,0.00014281525,0.0000151454215,0.001409696],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9993948,0.000055005432,0.00005320404,0.00014505508,0.00010464539,0.00024726902],"domain_scores_gemma":[0.9989299,0.00021107306,0.00020061216,0.00008988674,0.000055515044,0.00051301054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003094079,0.0018743237,0.0011772162,0.0025932305,0.0029207573,0.0018471516,0.0012848104,0.004950104,0.0032382617],"category_scores_gemma":[0.0021310577,0.0012548944,0.0024404398,0.0015586481,0.0016386862,0.0016819007,0.0015552657,0.0034940075,0.0011678565],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024182662,0.0000229101,0.0056541995,0.000011839018,0.000011981108,0.9932714,0.000047877613,0.000029151257,0.00029810687,0.00007447414,0.000100504476,0.0004534282],"study_design_scores_gemma":[0.000009834114,0.00005602179,0.007554656,0.000011138644,0.000015680496,0.991698,0.00012427235,0.00010520147,0.00015175775,0.0000750762,0.00018912532,0.000009246369],"about_ca_topic_score_codex":0.0032630404,"about_ca_topic_score_gemma":0.0046688905,"teacher_disagreement_score":0.004950104,"about_ca_system_score_codex":0.0021140662,"about_ca_system_score_gemma":0.0011777327,"threshold_uncertainty_score":0.015338719},"labels":[],"label_agreement":null},{"id":"W2990840844","doi":"10.1016/j.soard.2019.11.007","title":"Comment on: The Edmonton Obesity Staging System: assessing a potential tool to improve the management of obesity surgery in the Brazilian public health services","year":2019,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obesity; Medicine; Body mass index; Public health; Management of obesity; Weight management; Gerontology; Weight loss; Nursing; Pathology","score_opus":0.018680840355579112,"score_gpt":0.25370331465530777,"score_spread":0.23502247429972867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990840844","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057632267,0.00019526543,0.000038203216,0.9893176,0.008452342,0.000014207549,0.00012944691,0.000013794876,0.0012628451],"genre_scores_gemma":[0.0029945266,0.0002892468,0.000115957024,0.98296666,0.010101153,0.000040943716,0.0000433308,0.000013714741,0.0034344846],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965904,0.0008557402,0.00060168805,0.0004248658,0.0008079131,0.000719387],"domain_scores_gemma":[0.989925,0.004922099,0.0010022221,0.00021037787,0.0022986247,0.0016415212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035546774,0.0007877688,0.0012192026,0.0009893139,0.004357654,0.0032463244,0.0016580266,0.046133384,0.006447443],"category_scores_gemma":[0.029103272,0.0008157868,0.0013945757,0.0011634196,0.0019142685,0.0029065332,0.0016134768,0.0332478,0.0045973035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006842742,0.000043208813,0.0039410396,0.00006576573,0.000018225823,0.0014091524,0.00030272032,0.000062286825,0.00012383235,0.0014987245,0.9878192,0.00464751],"study_design_scores_gemma":[0.00025329564,0.00015280135,0.015296232,0.001457727,0.000114999566,0.0027050998,0.003955243,0.0012933783,0.0005583237,0.0066195014,0.9673304,0.0002628759],"about_ca_topic_score_codex":0.050046742,"about_ca_topic_score_gemma":0.05734402,"teacher_disagreement_score":0.050046742,"about_ca_system_score_codex":0.006357269,"about_ca_system_score_gemma":0.008578106,"threshold_uncertainty_score":0.09951085},"labels":[],"label_agreement":null},{"id":"W2994796041","doi":"10.1016/j.soard.2019.12.004","title":"Comment on: Laparoscopic sleeve gastrectomy induces sustained changes in gray and white matter brain volumes and resting functional connectivity in obese patients","year":2019,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; White matter; Parahippocampal gyrus; Insula; Anterior cingulate cortex; Postcentral gyrus; Functional magnetic resonance imaging; Precentral gyrus; Insular cortex; Neuroscience; Magnetic resonance imaging; Psychology; Psychiatry; Temporal lobe; Radiology; Cognition; Epilepsy","score_opus":0.013764827020665891,"score_gpt":0.22926031432949603,"score_spread":0.21549548730883014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994796041","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011435745,0.00047673343,0.0000767368,0.9659896,0.03056565,0.000015485472,0.00029525126,0.000044917066,0.0013921269],"genre_scores_gemma":[0.006401324,0.0006223672,0.00014585722,0.9382453,0.049852178,0.00006261096,0.000100249454,0.000027812395,0.00454235],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998626,0.00033544636,0.00023412281,0.00025269078,0.0003018918,0.00024982973],"domain_scores_gemma":[0.99367803,0.0036294213,0.0006378528,0.00021891759,0.0010504366,0.00078530377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002083297,0.0007921499,0.0016028731,0.0007222532,0.0029547065,0.0024814326,0.0011658758,0.0390297,0.0071202284],"category_scores_gemma":[0.02310857,0.0006588293,0.0013228285,0.0007526252,0.0015805885,0.0021018903,0.0010302505,0.02458617,0.0061513213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021714796,0.000046790992,0.0020739264,0.00007557219,0.000030393776,0.0019444348,0.0001065123,0.00006508967,0.00014937061,0.0006181322,0.98905796,0.00561478],"study_design_scores_gemma":[0.0010643151,0.000558926,0.020968577,0.0010650968,0.00031111066,0.00666649,0.0017844009,0.0020668523,0.0009780718,0.013118933,0.9510582,0.0003590265],"about_ca_topic_score_codex":0.009445913,"about_ca_topic_score_gemma":0.01094258,"teacher_disagreement_score":0.0390297,"about_ca_system_score_codex":0.0033292212,"about_ca_system_score_gemma":0.0032919906,"threshold_uncertainty_score":0.02415526},"labels":[],"label_agreement":null},{"id":"W3001455315","doi":"10.1016/j.soard.2020.01.012","title":"Surgeon and hospital volume outcomes in bariatric surgery: a population-level study","year":2020,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University Health Centre","keywords":"Medicine; Confidence interval; Sleeve gastrectomy; Odds ratio; Surgery; Logistic regression; Gastric bypass; Population; Receiver operating characteristic; Obesity; Weight loss; Internal medicine","score_opus":0.022041137056776253,"score_gpt":0.24614738236969377,"score_spread":0.2241062453129175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001455315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99815804,0.00025650626,0.0001002313,0.00009480988,0.000013123872,0.00000825164,0.000790805,0.0000053638973,0.0005729025],"genre_scores_gemma":[0.9989786,0.00009160439,0.00004197215,0.00004454991,0.000023351888,0.000008419476,0.00069359975,0.000002861549,0.000115042916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981352,0.00056084414,0.00022676699,0.00040392272,0.00033777906,0.00033541693],"domain_scores_gemma":[0.99569523,0.0007687963,0.0020347696,0.00036568334,0.00040164107,0.0007338166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013727229,0.00042494803,0.00068511156,0.0019199026,0.00070358947,0.0016113382,0.0007493875,0.0013211621,0.0019050173],"category_scores_gemma":[0.0048031225,0.0006368079,0.0018636439,0.003811319,0.0006422027,0.0019006369,0.001381514,0.0015296894,0.0003260619],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010984287,0.000070861744,0.99899846,0.0000075053526,0.0002575523,0.00003467274,0.000043598033,0.000041842573,0.000045782243,0.000016388585,0.00008760202,0.00028597156],"study_design_scores_gemma":[0.000009438685,0.00009737238,0.9993204,0.0000033084589,0.000068899615,0.00007262365,0.00020465217,0.00011178116,0.000012474615,0.000026597541,0.00006585379,0.0000066482635],"about_ca_topic_score_codex":0.008893982,"about_ca_topic_score_gemma":0.01361584,"teacher_disagreement_score":0.008893982,"about_ca_system_score_codex":0.00081996527,"about_ca_system_score_gemma":0.00067873235,"threshold_uncertainty_score":0.0176844},"labels":[],"label_agreement":null},{"id":"W3003113564","doi":"10.1016/j.soard.2020.01.011","title":"Comment on: Safety of adjustable gastric band conversion surgery: a systematic review and meta-analysis of the leak rate in 1- and 2-stage procedures","year":2020,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Leak; Meta-analysis; Adjustable gastric band; Surgery; Stage (stratigraphy); Gastric banding; Gastric bypass; Systematic review; General surgery; Weight loss; Obesity; MEDLINE; Internal medicine; Engineering","score_opus":0.04825018477759323,"score_gpt":0.2889924353982494,"score_spread":0.24074225062065618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003113564","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020190596,0.062539816,0.0009202701,0.6369188,0.2825619,0.00059430534,0.011066283,0.0003007865,0.003078666],"genre_scores_gemma":[0.019006735,0.024370916,0.0017502491,0.8697797,0.07659436,0.00090649445,0.0011498716,0.00017179985,0.006269856],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98093283,0.0055909427,0.006932583,0.001954613,0.003790842,0.0007982181],"domain_scores_gemma":[0.8997178,0.06578438,0.014030178,0.0029727416,0.015962059,0.0015328369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023441946,0.0022460362,0.0054182173,0.0023670786,0.0013310823,0.0022051716,0.0043422747,0.019018516,0.016655415],"category_scores_gemma":[0.15175723,0.0014521381,0.007479037,0.0036506217,0.002530383,0.0034797883,0.0019778663,0.012569161,0.005444783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017775885,0.00003076378,0.0025977967,0.04356315,0.008212677,0.00060253096,0.00039083982,0.00019608684,0.0005508808,0.0011335434,0.9279048,0.01303943],"study_design_scores_gemma":[0.012473415,0.0007629653,0.021517856,0.072330624,0.058415297,0.0015798007,0.0014299961,0.0015669841,0.0026331393,0.0136837885,0.8128575,0.0007487618],"about_ca_topic_score_codex":0.015000186,"about_ca_topic_score_gemma":0.017762769,"teacher_disagreement_score":0.023441946,"about_ca_system_score_codex":0.003777602,"about_ca_system_score_gemma":0.0071649146,"threshold_uncertainty_score":0.12397432},"labels":[],"label_agreement":null},{"id":"W3003624154","doi":"10.1016/j.soard.2020.01.022","title":"Feasibility of modified Edmonton Obesity Staging System in bariatric center","year":2020,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Body mass index; Sleeve gastrectomy; Medical record; Obesity; Retrospective cohort study; Gastric bypass; Weight loss; General surgery; Internal medicine","score_opus":0.028761114078572216,"score_gpt":0.25223873441599665,"score_spread":0.22347762033742444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003624154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872869,0.0006633196,0.0011996158,0.00086702034,0.00025614232,0.00019685838,0.00226106,0.00003599941,0.0072331466],"genre_scores_gemma":[0.9925654,0.00021731925,0.0029926577,0.00017473221,0.00007973265,0.00019572942,0.0022367963,0.000019424986,0.0015181743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768054,0.0006679603,0.00023875135,0.0003753153,0.0004900733,0.0005473272],"domain_scores_gemma":[0.99657166,0.0008356199,0.0008366302,0.00018175459,0.0009748066,0.0005995917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035178713,0.000526383,0.0005149218,0.00242456,0.0008982765,0.0016316787,0.0011309282,0.00061428954,0.00697212],"category_scores_gemma":[0.010299557,0.00037221482,0.0010040964,0.0018946418,0.00037260732,0.0017458285,0.0015976422,0.00076894043,0.0005541048],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015729108,0.00005750126,0.9919234,0.000025562938,0.00003106635,0.00005227277,0.000088504436,0.00015539295,0.00009799351,0.0001925141,0.0013856773,0.005832818],"study_design_scores_gemma":[0.000032549116,0.00016874644,0.994216,0.000074754484,0.00007071283,0.00019508768,0.00085057504,0.0025028167,0.00013491567,0.00028654843,0.001445096,0.000022150594],"about_ca_topic_score_codex":0.018124962,"about_ca_topic_score_gemma":0.03968118,"teacher_disagreement_score":0.98187506,"about_ca_system_score_codex":0.0013292358,"about_ca_system_score_gemma":0.0030874617,"threshold_uncertainty_score":0.036038935},"labels":[],"label_agreement":null},{"id":"W3004097116","doi":"10.1016/j.soard.2020.01.020","title":"Comment on: Short-term results of long biliopancreatic limb Roux-en-Y gastric bypass: is it superior?","year":2020,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Roux-en-Y anastomosis; Gastric bypass; Surgery; Biliopancreatic Diversion; Gastric bypass surgery; Obesity; Weight loss; Internal medicine","score_opus":0.025850462329222983,"score_gpt":0.25831192520759544,"score_spread":0.23246146287837247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004097116","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006321901,0.0006747147,0.000037809026,0.9783946,0.018493041,0.000010619292,0.00018240591,0.000014567659,0.0015599431],"genre_scores_gemma":[0.0034119112,0.00064160296,0.000093878305,0.9570152,0.036598314,0.000028533708,0.00008258668,0.000014176195,0.0021138047],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99601513,0.0009002661,0.00079003256,0.00060938124,0.0009447647,0.0007403537],"domain_scores_gemma":[0.9845946,0.008380777,0.0016426535,0.00038859993,0.002553594,0.0024398256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048700348,0.00092863437,0.0022884281,0.0009276169,0.0035374137,0.0037319704,0.002507206,0.06846561,0.008914365],"category_scores_gemma":[0.03749529,0.0007592823,0.0018774888,0.001665227,0.0026165384,0.0034482367,0.0016029876,0.039850187,0.0069912286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028848212,0.000046771507,0.0025263901,0.0001056766,0.000048759135,0.0018897875,0.000108349195,0.00008475496,0.000116001844,0.0015189172,0.98778194,0.0054841605],"study_design_scores_gemma":[0.00095721777,0.0003694312,0.009113324,0.0013088065,0.00031587103,0.0041686925,0.0012374218,0.0009296382,0.0006044874,0.011160431,0.9695599,0.00027479307],"about_ca_topic_score_codex":0.012412913,"about_ca_topic_score_gemma":0.017559443,"teacher_disagreement_score":0.06846561,"about_ca_system_score_codex":0.0065807784,"about_ca_system_score_gemma":0.0071869665,"threshold_uncertainty_score":0.047747135},"labels":[],"label_agreement":null},{"id":"W3004494574","doi":"10.1016/j.soard.2020.01.036","title":"Prioritization for bariatric surgery: capturing Canadian patient preference weights using a discrete choice experiment","year":2020,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Multinomial logistic regression; Body mass index; Confidence interval; Obesity; Odds ratio; Weight loss; Odds; Preference; Weight management; Patient choice; Prioritization; Logistic regression; Surgery; Demography; Physical therapy; Internal medicine; Health care","score_opus":0.03808169685548435,"score_gpt":0.24885646381325002,"score_spread":0.21077476695776567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004494574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830925,0.0003396872,0.0087115215,0.0010348947,0.00009245025,0.00081823755,0.0027051275,0.00007146749,0.0031340562],"genre_scores_gemma":[0.973801,0.00024240433,0.021142902,0.00056961726,0.000029811277,0.00093864417,0.0017380269,0.000022166838,0.001515384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942062,0.003751892,0.00018828645,0.00072491897,0.0006628827,0.00046575218],"domain_scores_gemma":[0.91429585,0.07533209,0.0027885123,0.0021422075,0.003404725,0.0020366325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013320654,0.00092014525,0.0011905001,0.00085503823,0.0024587766,0.002184285,0.0019710485,0.0017158883,0.006528967],"category_scores_gemma":[0.06410224,0.0005085747,0.0016531943,0.0023470938,0.0014078699,0.0011691971,0.00078706007,0.0026532058,0.00034447218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03568145,0.0110827675,0.5619772,0.0015371587,0.003222464,0.0005795497,0.008706683,0.14323626,0.003928478,0.03453356,0.030328328,0.1651861],"study_design_scores_gemma":[0.0052027423,0.003350557,0.38191342,0.0003019444,0.0010241383,0.00016045294,0.0028785656,0.5679783,0.0014329054,0.0199605,0.014999342,0.00079717423],"about_ca_topic_score_codex":0.87678766,"about_ca_topic_score_gemma":0.9007876,"teacher_disagreement_score":0.12321234,"about_ca_system_score_codex":0.020971924,"about_ca_system_score_gemma":0.022358209,"threshold_uncertainty_score":0.24787587},"labels":[],"label_agreement":null},{"id":"W3006933702","doi":"10.1016/j.soard.2020.02.008","title":"Impact of preoperative opioid use on health outcomes after bariatric surgery","year":2020,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Toronto Western Hospital; University Health Network; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Odds ratio; Perioperative; Surgery; Body mass index; Sleeve gastrectomy; Confidence interval; Retrospective cohort study; Opioid; Obesity; Weight loss; Gastric bypass; Internal medicine","score_opus":0.027160251429015236,"score_gpt":0.2836596248043701,"score_spread":0.2564993733753549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006933702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967019,0.0009455464,0.000040701743,0.0004485429,0.000047743117,0.000006495054,0.00038234727,0.0000025537227,0.0014241607],"genre_scores_gemma":[0.9989397,0.00032855355,0.000034867928,0.000085262225,0.00003656784,0.0000037225877,0.00035673307,0.0000017706194,0.00021291937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988393,0.00027003244,0.00013555288,0.000093320545,0.00020992997,0.00045196875],"domain_scores_gemma":[0.9948996,0.0014222899,0.0019818202,0.00019431389,0.000396282,0.0011058254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077391573,0.00020241797,0.000398383,0.000512625,0.00050381175,0.0011914695,0.0003736873,0.00067326566,0.0026152025],"category_scores_gemma":[0.007329176,0.00020808954,0.0013696352,0.0007306377,0.00048280184,0.000729177,0.00096982863,0.0017360128,0.00019110339],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059220515,0.00022477779,0.99425924,0.000037139216,0.0002792391,0.00008543464,0.00006543808,0.00011629676,0.00009912549,0.00006559072,0.00015182285,0.0040236],"study_design_scores_gemma":[0.000006631039,0.00014408323,0.99928313,0.000017743227,0.000055830882,0.00003560003,0.00017766825,0.00010176907,0.0000265147,0.000046016114,0.00009922244,0.000005877224],"about_ca_topic_score_codex":0.012004934,"about_ca_topic_score_gemma":0.023300448,"teacher_disagreement_score":0.012004934,"about_ca_system_score_codex":0.00081411056,"about_ca_system_score_gemma":0.001420888,"threshold_uncertainty_score":0.02387011},"labels":[],"label_agreement":null},{"id":"W3010874771","doi":"10.1016/j.soard.2020.03.012","title":"Changes in fat-free mass and muscle mass at 6 and 12 months after biliopancreatic diversion with duodenal switch surgery","year":2020,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"Canadian Institutes of Health Research; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Fondation Institut Universitaire de Cardiologie et de Pneumologie de Québec","keywords":"Medicine; Bioelectrical impedance analysis; Biliopancreatic Diversion; Duodenal switch; Concomitant; Surgery; Weight loss; Muscle mass; Abdominal fat; Internal medicine; Body weight; Obesity; Body mass index; Gastric bypass","score_opus":0.012296342384642448,"score_gpt":0.19814081709490086,"score_spread":0.18584447471025842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010874771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99869615,0.00017507945,0.000037651032,0.00009611475,0.000037975587,0.00001403226,0.00045482608,0.000008031343,0.00048018576],"genre_scores_gemma":[0.99797386,0.00010859651,0.000054234984,0.000047124035,0.00004026644,0.000026159829,0.00092114747,0.0000021570768,0.0008264648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995763,0.000058936024,0.00003519815,0.00007634901,0.00005640677,0.00019695879],"domain_scores_gemma":[0.99793684,0.00028789142,0.0005932056,0.00007160063,0.00022224047,0.000888256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006238278,0.00041154335,0.0010493861,0.0008431363,0.00048496254,0.00068356196,0.00045098917,0.0011536848,0.0031560413],"category_scores_gemma":[0.0020678353,0.00022017748,0.0013124732,0.00081903406,0.00051616697,0.0011753769,0.0006606678,0.0017803488,0.00054495526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04577177,0.0041417615,0.92468673,0.000111521476,0.00061893836,0.0012463297,0.0005784598,0.00061101466,0.001698199,0.00006149861,0.0007025395,0.019771254],"study_design_scores_gemma":[0.00008090272,0.002892593,0.9958118,0.000012132163,0.00011077269,0.00012080733,0.00033633847,0.00014840579,0.0002247778,0.000045986682,0.00018991364,0.00002559725],"about_ca_topic_score_codex":0.007850985,"about_ca_topic_score_gemma":0.010184751,"teacher_disagreement_score":0.007850985,"about_ca_system_score_codex":0.00057146733,"about_ca_system_score_gemma":0.00045959145,"threshold_uncertainty_score":0.015610576},"labels":[],"label_agreement":null},{"id":"W3026632327","doi":"10.1016/j.soard.2020.05.012","title":"Bariatric surgery before, during, and after liver transplantation: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Surgery; Liver transplantation; Meta-analysis; Transplantation; Internal medicine","score_opus":0.02872429876064682,"score_gpt":0.2704748960293185,"score_spread":0.2417505972686717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026632327","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044938256,0.9945186,0.00020539387,0.00008583494,0.000111832385,0.00006298544,0.00039911305,0.000010211594,0.000112337984],"genre_scores_gemma":[0.12476145,0.871753,0.0010903412,0.0008811771,0.00021771314,0.00027203502,0.0006949166,0.000019509938,0.00030986418],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9965616,0.0010775706,0.0012144019,0.0005838851,0.00034945633,0.0002130609],"domain_scores_gemma":[0.99374557,0.0042574313,0.0012637331,0.00023917845,0.0003627631,0.0001312795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004126141,0.0022205685,0.013503731,0.0034099533,0.0005550182,0.0020824159,0.0015369245,0.0019303482,0.004775721],"category_scores_gemma":[0.012147124,0.0013000179,0.027669188,0.0052361432,0.0006012096,0.0014509687,0.0015500778,0.0018837326,0.0003954694],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024450906,0.000046270146,0.007230628,0.36179203,0.6133197,0.00015174161,0.00008866715,0.00027881193,0.00027849383,0.0000998153,0.00078512396,0.013483538],"study_design_scores_gemma":[0.0006313039,0.0001385392,0.0061260494,0.016185494,0.9751729,0.000093453775,0.000054992055,0.000059132213,0.00006696903,0.00009969159,0.0013444702,0.000026969388],"about_ca_topic_score_codex":0.009395936,"about_ca_topic_score_gemma":0.032991264,"teacher_disagreement_score":0.013503731,"about_ca_system_score_codex":0.0014943421,"about_ca_system_score_gemma":0.0027365945,"threshold_uncertainty_score":0.02182138},"labels":[],"label_agreement":null},{"id":"W3026779484","doi":"10.1016/j.soard.2020.05.003","title":"Comment on: The rate of bariatric and metabolic surgeries should be reported per obese populations, by using the BMS/O ratio","year":2020,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Canadian Institute of Mining, Metallurgy and Petroleum","funders":"","keywords":"Medicine; Obesity; Surgery; Obesity Surgery; Weight loss; General surgery; Gastric bypass; Internal medicine","score_opus":0.07202584435185996,"score_gpt":0.2854896342164174,"score_spread":0.2134637898645574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026779484","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040795797,0.00028046485,0.00007387824,0.9789378,0.018748255,0.000014186135,0.00024967836,0.000028594537,0.0012592215],"genre_scores_gemma":[0.0012685987,0.0001923477,0.000110233115,0.9796179,0.016687937,0.000035208097,0.000047373203,0.000015211957,0.002025219],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945496,0.0012843212,0.0012917699,0.000735473,0.0013123752,0.00082648173],"domain_scores_gemma":[0.97758806,0.011986084,0.002276976,0.00054289046,0.0046600876,0.0029458571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062940638,0.0009925403,0.0019323428,0.0013196259,0.0038360949,0.003384335,0.0025098645,0.061948106,0.00827517],"category_scores_gemma":[0.05293746,0.0011512312,0.0018671846,0.0018280187,0.0023192016,0.0036891566,0.0017461826,0.03990849,0.010346012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009062457,0.000026413829,0.0020193218,0.000051267918,0.000020486203,0.000478315,0.000102430815,0.000038127033,0.00010260945,0.0009893937,0.99326915,0.002811846],"study_design_scores_gemma":[0.0004333044,0.00019539054,0.011607672,0.0010186529,0.00015267223,0.0016897995,0.0016219306,0.0011160306,0.0005630805,0.009527908,0.97182584,0.0002477822],"about_ca_topic_score_codex":0.026087327,"about_ca_topic_score_gemma":0.029590134,"teacher_disagreement_score":0.061948106,"about_ca_system_score_codex":0.0050435164,"about_ca_system_score_gemma":0.0073174047,"threshold_uncertainty_score":0.051870942},"labels":[],"label_agreement":null},{"id":"W3035054719","doi":"10.1016/j.soard.2020.06.005","title":"Hyposalivation is prevalent in bariatric patients but improves after surgery","year":2020,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; University of Toronto; Toronto General Hospital","funders":"Canadian Institutes of Health Research; Taibah University","keywords":"Medicine; Surgery; General surgery","score_opus":0.015343378743543124,"score_gpt":0.23905664730899495,"score_spread":0.22371326856545182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035054719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884786,0.006825264,0.00023223873,0.00032786286,0.00009241686,0.00001997988,0.00075963116,0.00001822064,0.0032458934],"genre_scores_gemma":[0.9964149,0.0019948897,0.00019243175,0.00010703496,0.00007319491,0.000012988778,0.0005955845,0.000005056077,0.000603875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995449,0.00007107856,0.00007058571,0.000088532965,0.00013330663,0.00009156955],"domain_scores_gemma":[0.9981311,0.00027965923,0.0011322019,0.000058831065,0.00019480287,0.00020349736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031784255,0.00035140594,0.0006198434,0.0011076708,0.00054542325,0.0008881709,0.00023881889,0.0006148472,0.0032976263],"category_scores_gemma":[0.0021401818,0.00025190916,0.00078127976,0.0014382538,0.0003329123,0.00037959946,0.00037374557,0.00077836815,0.00040196776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005190546,0.00011210943,0.9819713,0.00014571074,0.00017212154,0.00062253093,0.0001378599,0.00001549738,0.0024801013,0.000034818466,0.0003615017,0.013427395],"study_design_scores_gemma":[0.000005072289,0.00008522305,0.99817324,0.00002276253,0.00004579445,0.0010315806,0.00017418711,0.000015260923,0.0000885209,0.00003108395,0.00032236511,0.000004916418],"about_ca_topic_score_codex":0.0026421582,"about_ca_topic_score_gemma":0.0038395098,"teacher_disagreement_score":0.0032976263,"about_ca_system_score_codex":0.00024687083,"about_ca_system_score_gemma":0.0003535498,"threshold_uncertainty_score":0.011031687},"labels":[],"label_agreement":null},{"id":"W3036382701","doi":"10.1016/j.soard.2020.06.014","title":"Differences in physical and mental health-related quality of life outcomes 3 years after bariatric surgery: a group-based trajectory analysis","year":2020,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Mount Sinai Hospital; Public Health Ontario; St. Michael's Hospital; Centre for Addiction and Mental Health; The Wilson Centre; Toronto Western Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; University of Toronto; Ontario Ministry of Health and Long-Term Care; Medical Psychiatry Alliance; Centre for Addiction and Mental Health","keywords":"Medicine; Mental health; Quality of life (healthcare); Body mass index; Anxiety; Population; Binge-eating disorder; Physical therapy; Cohort; Weight loss; Psychiatry; Obesity; Eating disorders; Internal medicine","score_opus":0.02701800612345621,"score_gpt":0.2652559172142745,"score_spread":0.2382379110908183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036382701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99907,0.000047823018,0.0001275289,0.00003271021,0.0000051647676,0.00001627793,0.00057962973,0.000003512904,0.00011746563],"genre_scores_gemma":[0.9977481,0.00005016317,0.00015234978,0.000015791271,0.0000042863376,0.000028907254,0.0017182983,0.0000048245333,0.00027725476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911755,0.00019334308,0.00007860551,0.00020586723,0.000112281836,0.00029232635],"domain_scores_gemma":[0.9985623,0.00021411032,0.0004948545,0.00017405036,0.00020817459,0.00034657618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014075923,0.00047721976,0.0007544578,0.0014517771,0.001035766,0.0010907712,0.0008474479,0.000855751,0.0020687743],"category_scores_gemma":[0.003108067,0.00036825842,0.0026207354,0.0022058801,0.00037057625,0.0014665086,0.0022124029,0.001542437,0.0003276018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007520068,0.00019535281,0.9963727,0.000009915471,0.00030694707,0.000039379476,0.00020319349,0.00023268671,0.0001521376,0.000044005952,0.00014809905,0.0015436307],"study_design_scores_gemma":[0.000021047474,0.00028413848,0.9980071,0.0000051461716,0.00007386467,0.000035313966,0.00056428846,0.0008127985,0.000033090033,0.000066810186,0.00008621567,0.000010083386],"about_ca_topic_score_codex":0.036816992,"about_ca_topic_score_gemma":0.03849606,"teacher_disagreement_score":0.036816992,"about_ca_system_score_codex":0.0010252285,"about_ca_system_score_gemma":0.0014274897,"threshold_uncertainty_score":0.07320535},"labels":[],"label_agreement":null},{"id":"W3037479107","doi":"10.1016/j.soard.2020.06.028","title":"Severe nutritional complications after bariatric surgery in Ontario adults: a population-based descriptive study","year":2020,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Queen's University; University of Ottawa","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Surgery; Malnutrition; Complication; Perioperative; Sleeve gastrectomy; Incidence (geometry); Body mass index; Population; Weight loss; Obesity; General surgery; Gastric bypass; Internal medicine; Environmental health","score_opus":0.02278673054503099,"score_gpt":0.23116211051911834,"score_spread":0.20837537997408734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037479107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99741215,0.00018560451,0.0000354374,0.000094351875,0.0000040812065,0.000032628348,0.0013609512,0.0000022767865,0.0008726009],"genre_scores_gemma":[0.99822146,0.00029589803,0.00005999088,0.00008805769,0.0000072763805,0.000026691363,0.0008992032,0.0000018832114,0.0003994759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994203,0.000051409686,0.000074267045,0.00009919348,0.00017349629,0.00018147677],"domain_scores_gemma":[0.9986866,0.00008887576,0.0005201606,0.00005168483,0.0003071287,0.00034556346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039003848,0.00034901244,0.00052578805,0.0013048794,0.0018965147,0.0012063627,0.0008156042,0.00063767,0.001704677],"category_scores_gemma":[0.0016277335,0.00056511787,0.0007531084,0.00445949,0.0006342681,0.00081631175,0.001132862,0.0006268059,0.00021414323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000304866,0.000037357386,0.9987179,0.000015193977,0.000026878917,0.000059519563,0.0005287332,0.000009709884,0.000054093318,0.000014633018,0.00013017189,0.00037545466],"study_design_scores_gemma":[0.000004011124,0.000021750287,0.99851745,0.000007552209,0.000011640037,0.000037797832,0.0012478033,0.00002607037,0.0000056313365,0.0000062469553,0.0001105495,0.0000034243092],"about_ca_topic_score_codex":0.8641695,"about_ca_topic_score_gemma":0.9377801,"teacher_disagreement_score":0.13583052,"about_ca_system_score_codex":0.0071096746,"about_ca_system_score_gemma":0.0074245133,"threshold_uncertainty_score":0.2732609},"labels":[],"label_agreement":null},{"id":"W3038563115","doi":"10.1016/j.soard.2020.06.052","title":"Ten-year remission rates in insulin-treated type 2 diabetes after biliopancreatic diversion with duodenal switch","year":2020,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; University of British Columbia","funders":"Université Laval","keywords":"Medicine; Discontinuation; Type 2 diabetes; Glycemic; Biliopancreatic Diversion; Diabetes mellitus; Insulin; Duodenal switch; Surgery; Internal medicine; Weight loss; Obesity; Endocrinology; Gastric bypass","score_opus":0.00991683706019179,"score_gpt":0.21603982994008214,"score_spread":0.20612299287989036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038563115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980287,0.0011048517,0.000046251753,0.00007395945,0.000028736038,0.0000058638593,0.0001706697,0.0000032794542,0.0005376774],"genre_scores_gemma":[0.9987054,0.0003826685,0.000028079383,0.000056878896,0.00002164881,0.0000060004427,0.00051997945,0.0000017163787,0.00027763116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996561,0.000069373695,0.000039876046,0.000058853217,0.000047801626,0.00012797749],"domain_scores_gemma":[0.9987815,0.00027160827,0.00048570547,0.000059369944,0.000060560313,0.00034119852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008223495,0.00017494973,0.00055469264,0.00042763288,0.0003503693,0.0009851613,0.00028270792,0.0005843767,0.0015160216],"category_scores_gemma":[0.0018541886,0.00012492991,0.0015783559,0.00053248147,0.00022192449,0.00055442523,0.00043284125,0.0009191092,0.0001476556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023007812,0.001111833,0.94691265,0.000116035284,0.00080823846,0.00042552443,0.00022069854,0.00031782544,0.00083252206,0.00011118882,0.0003469904,0.025788806],"study_design_scores_gemma":[0.00037736676,0.0023709866,0.99512607,0.000039888808,0.00044514355,0.00030739358,0.0003227946,0.00037463187,0.00020121466,0.00008481256,0.00033453444,0.000015223405],"about_ca_topic_score_codex":0.0029970533,"about_ca_topic_score_gemma":0.0036968219,"teacher_disagreement_score":0.0029970533,"about_ca_system_score_codex":0.00051062333,"about_ca_system_score_gemma":0.00040482808,"threshold_uncertainty_score":0.005959213},"labels":[],"label_agreement":null},{"id":"W3043527843","doi":"10.1016/j.soard.2020.06.053","title":"Hypoabsorptive surgery is the best revisional strategy for metabolic and diabetes outcomes","year":2020,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Duodenal switch; Biliopancreatic Diversion; Roux-en-Y anastomosis; Surgery; Gastric bypass; Type 2 diabetes; Diabetes mellitus; Scopus; Meta-analysis; Surprise; Weight loss; General surgery; MEDLINE; Obesity; Internal medicine; Endocrinology","score_opus":0.032676620009351995,"score_gpt":0.2612843580647902,"score_spread":0.22860773805543821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043527843","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00089111674,0.001318353,0.00009172223,0.9863643,0.006492281,0.0000036810573,0.00002493277,0.000013846638,0.0047997567],"genre_scores_gemma":[0.021886049,0.003176962,0.00065909117,0.8778553,0.09009879,0.00002590899,0.00006494899,0.000028335307,0.006204611],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829346,0.0004496913,0.00024206171,0.00016122096,0.00047473496,0.00037886295],"domain_scores_gemma":[0.99331903,0.0026377987,0.00051009085,0.00018458934,0.0012222128,0.002126229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015846179,0.00037867707,0.0009683509,0.00074722536,0.0037207718,0.0027892776,0.0007137236,0.021156324,0.009028339],"category_scores_gemma":[0.015161426,0.00032965452,0.00090212596,0.0005953912,0.0015358463,0.0027934627,0.0010407853,0.021996886,0.0034276065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011640865,0.0001607486,0.0076766475,0.000086936394,0.000033312954,0.006136596,0.00018618484,0.00020314561,0.00036585447,0.0050102565,0.937272,0.04275204],"study_design_scores_gemma":[0.00037965065,0.00032612993,0.017117526,0.0019909183,0.00011546317,0.027236104,0.0024717916,0.0020172335,0.00052696455,0.056538876,0.8910739,0.00020537102],"about_ca_topic_score_codex":0.0050292467,"about_ca_topic_score_gemma":0.013981187,"teacher_disagreement_score":0.021156324,"about_ca_system_score_codex":0.002659511,"about_ca_system_score_gemma":0.0039216033,"threshold_uncertainty_score":0.030202806},"labels":[],"label_agreement":null},{"id":"W3080110140","doi":"10.1016/j.soard.2020.08.005","title":"Comments on: Long-Term Outcomes of Primary Single-Anastomosis Duodeno-Ileal Bypass with Sleeve Gastrectomy (SADI-S)","year":2020,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Anastomosis; Duodenal switch; Surgery; Roux-en-Y anastomosis; General surgery; Gastric bypass; Gastrectomy; Weight loss; Obesity; Internal medicine","score_opus":0.02799283094815836,"score_gpt":0.23999032654917107,"score_spread":0.21199749560101272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080110140","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014062541,0.000502102,0.000049666873,0.9692048,0.026117725,0.000014925492,0.00034770338,0.000024226625,0.002332513],"genre_scores_gemma":[0.0071119596,0.00063756417,0.00011422304,0.94583416,0.04097361,0.000043861248,0.00019201484,0.000018563414,0.005073896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804413,0.00039816473,0.00039462544,0.00024513237,0.0005200518,0.00039788953],"domain_scores_gemma":[0.99236405,0.0035858254,0.0009807254,0.00019969196,0.0014758193,0.0013940114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024577372,0.0005720603,0.0012225925,0.0007790111,0.0023420113,0.002244954,0.0015106896,0.031568367,0.0074015497],"category_scores_gemma":[0.020881463,0.00047455472,0.0013049031,0.0010714077,0.0012861572,0.0018142392,0.0010656329,0.017659578,0.006071977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014231265,0.00004583666,0.0036114305,0.000051697592,0.000022239312,0.0017289167,0.000070876995,0.00006251056,0.000072297255,0.00061991723,0.9886408,0.004931145],"study_design_scores_gemma":[0.0007379377,0.0003698265,0.019510861,0.0012040525,0.00020615927,0.0074238405,0.0016172425,0.001422769,0.00048804207,0.0074254726,0.95935184,0.00024189783],"about_ca_topic_score_codex":0.01120574,"about_ca_topic_score_gemma":0.015839437,"teacher_disagreement_score":0.031568367,"about_ca_system_score_codex":0.004141881,"about_ca_system_score_gemma":0.0049973526,"threshold_uncertainty_score":0.030051589},"labels":[],"label_agreement":null},{"id":"W3081712164","doi":"10.1016/j.soard.2020.08.032","title":"Third bariatric procedure for insufficient weight loss or weight regain: how far should we go?","year":2020,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Weight loss; Surgery; Body mass index; Complication; Obesity; Malnutrition; Internal medicine","score_opus":0.031103068542501902,"score_gpt":0.25195625668478666,"score_spread":0.22085318814228477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081712164","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025858562,0.29921007,0.0026362063,0.6344167,0.019796614,0.00006559418,0.0004957758,0.00023454225,0.017285926],"genre_scores_gemma":[0.32072306,0.27940512,0.012571882,0.33041608,0.043508254,0.00017369344,0.001715295,0.00021025847,0.01127642],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984327,0.00033047542,0.0002708038,0.00021408703,0.0004579144,0.00029409974],"domain_scores_gemma":[0.99043334,0.002109134,0.0018404846,0.00029521843,0.001986612,0.0033351893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004091441,0.0005175632,0.0025414,0.00094698404,0.0021447367,0.0038501353,0.0012712998,0.0050326576,0.010309429],"category_scores_gemma":[0.010161521,0.00019938854,0.0021049809,0.0008459403,0.0019162885,0.0057874275,0.0020023668,0.012159466,0.0020699154],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016028925,0.0011677216,0.07269917,0.0028446596,0.0007917561,0.0030147242,0.0006208241,0.00025327364,0.0007573449,0.010035367,0.19710878,0.7091036],"study_design_scores_gemma":[0.0017001991,0.0032057418,0.29478353,0.05682132,0.0044848393,0.02459717,0.018400392,0.0019322397,0.0017149743,0.079825014,0.51132685,0.0012077725],"about_ca_topic_score_codex":0.0077592437,"about_ca_topic_score_gemma":0.0152392145,"teacher_disagreement_score":0.010309429,"about_ca_system_score_codex":0.0023328997,"about_ca_system_score_gemma":0.007975113,"threshold_uncertainty_score":0.0344885},"labels":[],"label_agreement":null},{"id":"W3082447663","doi":"10.1016/j.soard.2020.08.031","title":"Factors implicated in discharge disposition following elective bariatric surgery","year":2020,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Surgery; Disposition","score_opus":0.023242102777979123,"score_gpt":0.25170984113522676,"score_spread":0.22846773835724765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082447663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99754995,0.00040526123,0.00009761846,0.00031015745,0.000054267555,0.000013220094,0.00043895666,0.0000042950487,0.0011263448],"genre_scores_gemma":[0.9987012,0.00018280775,0.000097872144,0.0001032273,0.00004372749,0.0000071869654,0.0005539216,0.000003504438,0.00030660586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988979,0.0001976298,0.00027302603,0.0001241293,0.0001685578,0.00033859146],"domain_scores_gemma":[0.99281526,0.0016575521,0.003216353,0.00027541688,0.0005850784,0.0014502673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007710859,0.0002743508,0.00038321177,0.0008717743,0.00091218035,0.0015184032,0.000597252,0.0008274395,0.0037265422],"category_scores_gemma":[0.010170493,0.00023335135,0.0010137168,0.0016257874,0.00040761006,0.0006560645,0.00093768525,0.0020358746,0.00032670726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094612566,0.000078470315,0.99850214,0.0000137322895,0.000060595597,0.00008887197,0.00007047537,0.00003318003,0.000040621013,0.000035686917,0.00014475646,0.0008368846],"study_design_scores_gemma":[0.000004986485,0.00007372503,0.9986058,0.000024973879,0.000032912714,0.00013620751,0.00064706715,0.00016781618,0.000034000965,0.00007242451,0.00019364845,0.000006395974],"about_ca_topic_score_codex":0.009614182,"about_ca_topic_score_gemma":0.01498021,"teacher_disagreement_score":0.009614182,"about_ca_system_score_codex":0.00069882016,"about_ca_system_score_gemma":0.0018013949,"threshold_uncertainty_score":0.019116402},"labels":[],"label_agreement":null},{"id":"W3082932822","doi":"10.1016/j.soard.2020.08.023","title":"Comment on: Pouch volume and pouch migration after Roux-en-Y gastric bypass: a comparison of gastroscopy and 3 D-CT volumetry: is there a “migration crisis”?","year":2020,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Medicine; Roux-en-Y anastomosis; Gastric bypass; Pouch; Reflux; Gastroesophageal Junction; Sleeve gastrectomy; Surgery; General surgery; Disease; Internal medicine; Weight loss; Obesity","score_opus":0.013223932088236126,"score_gpt":0.2620025436328602,"score_spread":0.24877861154462405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082932822","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018587525,0.0007783501,0.000089752466,0.9767659,0.018408557,0.000024364825,0.00014136174,0.000024489409,0.0019084954],"genre_scores_gemma":[0.0074552624,0.0006587404,0.00025704,0.9531631,0.035278972,0.00005464176,0.00005970637,0.00002074165,0.0030518686],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693066,0.0007755566,0.0006718363,0.00049592275,0.000706604,0.0004194097],"domain_scores_gemma":[0.98796034,0.0075539425,0.00097113376,0.00026371042,0.0019935193,0.0012573292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035908634,0.0009325574,0.0018328445,0.0011064796,0.002795497,0.0027938865,0.0018449287,0.05750811,0.0049475753],"category_scores_gemma":[0.029744087,0.0009529382,0.0014754997,0.0012617613,0.0022153945,0.0029368696,0.0012212029,0.027092347,0.0041086785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047254656,0.00011605669,0.0071902187,0.00017351238,0.00006551046,0.008762847,0.00032699897,0.00014230632,0.00038292882,0.001943345,0.969557,0.010866835],"study_design_scores_gemma":[0.0009541863,0.0006739842,0.019111317,0.0016685516,0.00038039708,0.014464285,0.0026520172,0.0029138464,0.001110345,0.008452934,0.9472013,0.0004167522],"about_ca_topic_score_codex":0.009778482,"about_ca_topic_score_gemma":0.015921215,"teacher_disagreement_score":0.05750811,"about_ca_system_score_codex":0.0048329774,"about_ca_system_score_gemma":0.004379564,"threshold_uncertainty_score":0.03506589},"labels":[],"label_agreement":null},{"id":"W3085411414","doi":"10.1016/j.soard.2020.09.015","title":"Single anastomosis duodeno-ileal bypass with sleeve gastrectomy (SADI-S): short-term outcomes from a prospective cohort study","year":2020,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University Health Centre","keywords":"Medicine; Sleeve gastrectomy; Surgery; Interquartile range; Duodenal switch; Body mass index; Anastomosis; Prospective cohort study; Cohort; Gastrectomy; Gastric bypass; Internal medicine; Obesity; Weight loss","score_opus":0.021299956386704358,"score_gpt":0.2435813515598991,"score_spread":0.22228139517319473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085411414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99928826,0.00017415648,0.000053398842,0.000023991468,0.00001343891,0.000006979199,0.0003330312,0.000001790411,0.0001049985],"genre_scores_gemma":[0.9984686,0.00019624842,0.00007258749,0.000036133446,0.00003059408,0.000013611692,0.0010261289,0.0000035062824,0.00015260323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925,0.000106334286,0.00011403511,0.00025175433,0.000093412076,0.00018453818],"domain_scores_gemma":[0.9975713,0.0002591001,0.0009021587,0.00032541703,0.00024212826,0.0006999488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010996164,0.00064051844,0.0007540905,0.00086038077,0.00093913235,0.0014245659,0.0007163955,0.000905862,0.0018292556],"category_scores_gemma":[0.002188036,0.00071198517,0.0018091456,0.0013879898,0.00057071267,0.001269876,0.00141867,0.0014284593,0.0004087879],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005400871,0.000120948396,0.9979012,0.000014878148,0.00030722245,0.00015026714,0.000072123235,0.000020996804,0.0001429047,0.000020181034,0.00009943936,0.0006097958],"study_design_scores_gemma":[0.000059074267,0.0005531401,0.9977702,0.0000131996285,0.00023623713,0.0004604949,0.0005265912,0.000120251236,0.000041927455,0.000035569865,0.0001677124,0.000015703736],"about_ca_topic_score_codex":0.005350037,"about_ca_topic_score_gemma":0.0067340573,"teacher_disagreement_score":0.005350037,"about_ca_system_score_codex":0.0005286504,"about_ca_system_score_gemma":0.00079442974,"threshold_uncertainty_score":0.01063776},"labels":[],"label_agreement":null},{"id":"W3087205302","doi":"10.1016/j.soard.2020.09.009","title":"Comments on: Safety of same-day discharge after laparoscopic sleeve gastrectomy: propensity-score matched analysis of the MBSAQIP registry","year":2020,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Propensity score matching; Surgery; Accreditation; Gastrectomy; Gastric bypass; General surgery; Internal medicine; Obesity; Weight loss; Cancer","score_opus":0.022275180511552646,"score_gpt":0.23688238704002992,"score_spread":0.21460720652847728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087205302","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019207239,0.00027016,0.0001493473,0.96992815,0.024953691,0.00003459968,0.0005640145,0.00007589941,0.0021033764],"genre_scores_gemma":[0.005891713,0.00023473293,0.00024389959,0.96840656,0.020940421,0.00006880179,0.00016909452,0.00002997781,0.004014727],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99495983,0.0017379804,0.0009451273,0.00062468357,0.001199277,0.0005332206],"domain_scores_gemma":[0.9769519,0.013741739,0.002117151,0.00086010253,0.004390828,0.0019382858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065330355,0.00066865294,0.0015321325,0.0009959708,0.002432603,0.002468591,0.0018738161,0.031740718,0.0066350787],"category_scores_gemma":[0.041884344,0.0006797603,0.0012637458,0.0012422416,0.0014828114,0.001674884,0.0010443078,0.016279958,0.007962627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017960524,0.00005090504,0.0043866658,0.000049674258,0.000035882425,0.0007542124,0.00009227562,0.00006377377,0.00013375722,0.0005404208,0.98915404,0.004558617],"study_design_scores_gemma":[0.0008307454,0.00045118798,0.027132245,0.0010756685,0.00025243737,0.0028756254,0.0018807445,0.002889709,0.00093454274,0.0075764228,0.9537502,0.00035042313],"about_ca_topic_score_codex":0.008716954,"about_ca_topic_score_gemma":0.0128268935,"teacher_disagreement_score":0.031740718,"about_ca_system_score_codex":0.0031987529,"about_ca_system_score_gemma":0.0040637623,"threshold_uncertainty_score":0.03455043},"labels":[],"label_agreement":null},{"id":"W3093844462","doi":"10.1016/j.soard.2020.09.008","title":"Comments on: Factors implicated in discharge disposition following elective bariatric surgery","year":2020,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Dyslipidemia; Body mass index; Surgery; Obesity; Disposition; General surgery; Internal medicine","score_opus":0.0202242346463952,"score_gpt":0.25251262773489297,"score_spread":0.23228839308849777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093844462","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013476855,0.00025546557,0.00005539983,0.9791013,0.01702282,0.000025544252,0.00021313092,0.000019815796,0.0019587392],"genre_scores_gemma":[0.005137324,0.00036148052,0.00013169106,0.9629123,0.024862658,0.00006787051,0.00012681381,0.000019185356,0.0063807056],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949214,0.0012527102,0.0010692892,0.00054509926,0.0010990872,0.0011123759],"domain_scores_gemma":[0.97588354,0.012188931,0.0022672478,0.0006833081,0.0044504097,0.0045265825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052868454,0.0010351592,0.001764899,0.0014328354,0.0061401897,0.0045051794,0.0031984658,0.06818528,0.012151679],"category_scores_gemma":[0.05187915,0.0010557475,0.0017921159,0.0014829569,0.002209876,0.002886685,0.0027559914,0.033548728,0.008353815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007337824,0.00006186638,0.0066282176,0.000054472803,0.000029310919,0.00237436,0.00030964246,0.000078182806,0.000061069746,0.0007118544,0.9857978,0.0038198652],"study_design_scores_gemma":[0.0005324557,0.00035678074,0.036095843,0.0022643462,0.00028858535,0.0059821066,0.007928352,0.0026365258,0.00040466688,0.01015762,0.9329801,0.00037256113],"about_ca_topic_score_codex":0.028634228,"about_ca_topic_score_gemma":0.0429459,"teacher_disagreement_score":0.06818528,"about_ca_system_score_codex":0.005614635,"about_ca_system_score_gemma":0.011153749,"threshold_uncertainty_score":0.056935072},"labels":[],"label_agreement":null},{"id":"W3104561789","doi":"10.1016/j.soard.2020.10.011","title":"Comment on: Single and dual anastomosis duodenal switch for obesity treatment: a single center experience","year":2020,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Single Center; Anastomosis; Duodenal switch; Roux-en-Y anastomosis; Body mass index; Ileostomy; Obesity; Surgery; Weight loss; Gastroenterology; General surgery; Internal medicine; Gastric bypass","score_opus":0.03587038302111818,"score_gpt":0.25310104414512286,"score_spread":0.2172306611240047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104561789","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027268124,0.00035057883,0.00010855259,0.98293453,0.0111794965,0.000012549048,0.000095991934,0.000027476639,0.0025641094],"genre_scores_gemma":[0.010412773,0.000461873,0.0002167511,0.9631041,0.022455936,0.00003242279,0.00005332376,0.00002959235,0.0032332554],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828404,0.00037893656,0.0002677854,0.00026478653,0.00036286624,0.00044165467],"domain_scores_gemma":[0.99429554,0.002552483,0.00061082654,0.0001652318,0.0008678781,0.0015081095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019223738,0.00054983073,0.0009227954,0.0005982393,0.0031094265,0.002802704,0.0016658414,0.042259593,0.0066944617],"category_scores_gemma":[0.014886387,0.0006104943,0.0009913472,0.00087384426,0.0017846513,0.0028952262,0.0011358703,0.024407791,0.0041572032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001474707,0.00007751293,0.004465838,0.000059308368,0.000028278804,0.009671877,0.00030857566,0.00011269132,0.00022585351,0.0015434368,0.9769201,0.0064391093],"study_design_scores_gemma":[0.0006409084,0.00046771733,0.011517895,0.0009249196,0.00018133338,0.025746414,0.004461007,0.0021285336,0.0009531097,0.012745494,0.9398513,0.0003812224],"about_ca_topic_score_codex":0.007996161,"about_ca_topic_score_gemma":0.015436585,"teacher_disagreement_score":0.042259593,"about_ca_system_score_codex":0.003557242,"about_ca_system_score_gemma":0.0044888365,"threshold_uncertainty_score":0.025809646},"labels":[],"label_agreement":null},{"id":"W3108540122","doi":"10.1016/j.soard.2020.11.024","title":"Comment on: Magnetic sphincter augmentation at the time of bariatric surgery: an analysis of the MBSAQIP","year":2020,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Surgery; Anastomosis; Sleeve gastrectomy; GERD; Sphincter; Gastric bypass; Esophageal sphincter; Reflux; Weight loss; Disease; Internal medicine; Obesity","score_opus":0.014282545935738572,"score_gpt":0.23051467354044547,"score_spread":0.2162321276047069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108540122","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003174073,0.00046856978,0.00008336216,0.98165935,0.01148433,0.000023965318,0.0005788473,0.000024690242,0.0025027806],"genre_scores_gemma":[0.006978147,0.00037043524,0.00013407679,0.9783344,0.01158133,0.000053800555,0.0001393851,0.000018947036,0.0023895039],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678934,0.000772123,0.0006121641,0.000445645,0.00073668687,0.00064396684],"domain_scores_gemma":[0.9863441,0.007882117,0.001450463,0.00036035737,0.0019444894,0.002018556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036850576,0.00064477266,0.0012596834,0.0011008542,0.0026713095,0.0028319587,0.0016669363,0.03071131,0.005327541],"category_scores_gemma":[0.03174257,0.0007021182,0.0013720635,0.0015561057,0.0015240859,0.002258998,0.0011285841,0.024170863,0.004143726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025926885,0.000071639115,0.017286396,0.000090704154,0.0000664841,0.0026131354,0.0003365894,0.00008154919,0.00015571827,0.0013828378,0.97113806,0.006517742],"study_design_scores_gemma":[0.00063477847,0.00053609035,0.043549005,0.0017321808,0.00048662446,0.006997098,0.0050526485,0.0019799527,0.00093214825,0.008526967,0.9291069,0.0004655954],"about_ca_topic_score_codex":0.017292954,"about_ca_topic_score_gemma":0.028589433,"teacher_disagreement_score":0.03071131,"about_ca_system_score_codex":0.0036035243,"about_ca_system_score_gemma":0.0061220787,"threshold_uncertainty_score":0.03438461},"labels":[],"label_agreement":null},{"id":"W3116951273","doi":"10.1016/j.soard.2020.12.011","title":"Esophageal cancer after sleeve gastrectomy: a population-based comparative cohort study","year":2020,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; GERD; Reflux; Sleeve gastrectomy; Hazard ratio; Esophageal cancer; Incidence (geometry); Surgery; Cohort; Gastroenterology; Internal medicine; Population; Cohort study; Cancer; Obesity; Weight loss; Disease; Confidence interval; Gastric bypass","score_opus":0.02150710375268193,"score_gpt":0.28029245907792566,"score_spread":0.2587853553252437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116951273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990546,0.00016609915,0.000074648815,0.00003187474,0.000010463486,0.000017808448,0.00042459287,0.0000028131599,0.00021715209],"genre_scores_gemma":[0.9988883,0.00014300471,0.00007817545,0.000054082535,0.000016659824,0.000022383294,0.00060199486,0.0000037675609,0.00019162206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998966,0.00017011416,0.00010337624,0.00041983073,0.00012232432,0.0002183603],"domain_scores_gemma":[0.9988927,0.00013562219,0.0002919374,0.00022830973,0.00016775701,0.00028364276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010182918,0.000692816,0.0009159859,0.0010607914,0.0015127668,0.0016145586,0.0010047791,0.0015379355,0.0026104876],"category_scores_gemma":[0.0018049893,0.0013367006,0.0017747222,0.0022880025,0.0007393115,0.0017556036,0.0011671331,0.0015449749,0.00055329705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005517838,0.0002234487,0.99735755,0.000018621602,0.00039322526,0.00025197444,0.00020942412,0.00002568152,0.00037388405,0.00003652691,0.00013242167,0.00042547335],"study_design_scores_gemma":[0.00007771746,0.00037012927,0.99740785,0.000010501025,0.00024540964,0.00048251727,0.0010367911,0.00011853787,0.000035072386,0.000033489996,0.0001671773,0.000014699085],"about_ca_topic_score_codex":0.015957197,"about_ca_topic_score_gemma":0.021357588,"teacher_disagreement_score":0.015957197,"about_ca_system_score_codex":0.00083845184,"about_ca_system_score_gemma":0.00085794315,"threshold_uncertainty_score":0.031728625},"labels":[],"label_agreement":null},{"id":"W3120627528","doi":"10.1016/j.soard.2020.12.014","title":"Revision of Mason’s procedure (vertical banded gastroplasty) to Roux-en-Y gastric bypass: role of an associated fundectomy in weight loss outcomes","year":2021,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Weight loss; Gastric bypass; Surgery; Roux-en-Y anastomosis; Body mass index; Complication; Odds ratio; Excess weight; Retrospective cohort study; Body weight; Obesity; Internal medicine","score_opus":0.007233668599682348,"score_gpt":0.24017020940700437,"score_spread":0.232936540807322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120627528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98586905,0.009490444,0.0006112185,0.00065108435,0.0004947437,0.000016846167,0.000114424205,0.000018601057,0.0027336467],"genre_scores_gemma":[0.9970264,0.0016936542,0.00027720566,0.00018645225,0.00034153034,0.000005722838,0.00018512904,0.0000061953624,0.00027766867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995566,0.00006720741,0.000066772205,0.00008108214,0.000100243546,0.00012810309],"domain_scores_gemma":[0.9987558,0.00027892596,0.00041321103,0.00007282717,0.000116696785,0.0003625132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039678448,0.00036417512,0.0005029886,0.0005157344,0.00038851346,0.0007362363,0.0003376126,0.00047855746,0.0023190812],"category_scores_gemma":[0.002500212,0.0000931996,0.0010242898,0.0003699857,0.00031971678,0.0005060874,0.00037734734,0.0010147908,0.00022625309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047827326,0.0007206581,0.74242586,0.0006931268,0.0013009545,0.015237057,0.0002566008,0.00062116556,0.004338573,0.00085981935,0.0026032852,0.22616029],"study_design_scores_gemma":[0.000206562,0.0028877514,0.94708186,0.0005162573,0.00076678104,0.040762432,0.00067524466,0.0009986891,0.0009945054,0.0007149742,0.00433914,0.00005578533],"about_ca_topic_score_codex":0.00088015286,"about_ca_topic_score_gemma":0.0019758267,"teacher_disagreement_score":0.0023190812,"about_ca_system_score_codex":0.00028089894,"about_ca_system_score_gemma":0.000576298,"threshold_uncertainty_score":0.007758081},"labels":[],"label_agreement":null},{"id":"W3124653561","doi":"10.1016/j.soard.2021.01.016","title":"Comment on: Metabolic bone changes after bariatric surgery: 2020 update, American Society for Metabolic and Bariatric Surgery Clinical Issues Committee position statement","year":2021,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Position statement; Sleeve gastrectomy; Surgery; Statement (logic); General surgery; Obesity; Gastric bypass; Weight loss; Family medicine; Internal medicine","score_opus":0.026116393533514633,"score_gpt":0.292638478689134,"score_spread":0.26652208515561937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124653561","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020933435,0.0012520764,0.000082373364,0.9389016,0.056679394,0.000023704328,0.0003871493,0.00004589869,0.0024184987],"genre_scores_gemma":[0.0007966098,0.0009252427,0.0001169337,0.94668907,0.046892185,0.000045881116,0.00011705164,0.00001955049,0.004397519],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958022,0.0007982109,0.00089545635,0.00045905416,0.0014242979,0.00062080246],"domain_scores_gemma":[0.98638946,0.0065592774,0.0015270395,0.00028836814,0.0035150037,0.0017208521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005047957,0.0012805357,0.0023026601,0.0016596713,0.0036294195,0.003914238,0.0022217985,0.060494814,0.011659125],"category_scores_gemma":[0.034736816,0.0010254146,0.002313249,0.0014896217,0.0020010571,0.0031662302,0.0020378258,0.032904398,0.011882254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042252504,0.000014770283,0.00038292265,0.000053456457,0.00000917371,0.0003075136,0.000028308077,0.00001777226,0.00003992787,0.00021611372,0.9961747,0.002713031],"study_design_scores_gemma":[0.00037008326,0.0000995963,0.0043425714,0.0012584276,0.00014862978,0.0010880217,0.00038110628,0.00031337948,0.00020218178,0.0023028618,0.9893923,0.00010083174],"about_ca_topic_score_codex":0.015440159,"about_ca_topic_score_gemma":0.02334147,"teacher_disagreement_score":0.060494814,"about_ca_system_score_codex":0.0047853896,"about_ca_system_score_gemma":0.008647831,"threshold_uncertainty_score":0.03900361},"labels":[],"label_agreement":null},{"id":"W3128168028","doi":"10.1016/j.soard.2021.02.004","title":"“It’s a tool, not a cure”: the preoperative teen perspective on bariatric surgery","year":2021,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; Hospital for Sick Children; McMaster University; University of Toronto","funders":"","keywords":"Psychosocial; Medicine; Thematic analysis; Weight loss; Weight Loss Surgery; Surgery; Physical therapy; Obesity; Qualitative research; Psychiatry; Gastric bypass","score_opus":0.019962657082222574,"score_gpt":0.2638874567344144,"score_spread":0.2439247996521918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128168028","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03870533,0.01198694,0.0003245279,0.9259161,0.0058114473,0.0000068194763,0.000037960173,0.0000068080526,0.017204074],"genre_scores_gemma":[0.49642962,0.048787754,0.0009059616,0.43133932,0.011205883,0.000051059797,0.00009537934,0.00008300764,0.0111020375],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99780506,0.0011059139,0.0000887147,0.00012071044,0.0003769251,0.00050258095],"domain_scores_gemma":[0.99437463,0.0017233936,0.0004522229,0.000061441846,0.00054295425,0.002845402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040000463,0.00022990137,0.0003534359,0.00056935434,0.0046855393,0.004369081,0.00050471944,0.0043811155,0.005177126],"category_scores_gemma":[0.009622776,0.00030785165,0.00032295365,0.00054571027,0.006814396,0.0076492648,0.0042840242,0.016370337,0.00040334195],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015249892,0.0006637796,0.06014435,0.0004949355,0.00007800747,0.005023234,0.21134956,0.00025115695,0.0008584714,0.22117446,0.38251767,0.117291845],"study_design_scores_gemma":[0.00009268449,0.00030848783,0.017581802,0.0026918505,0.00006546104,0.004671331,0.22517276,0.00023560505,0.0001887175,0.037150335,0.7117518,0.00008915216],"about_ca_topic_score_codex":0.012320534,"about_ca_topic_score_gemma":0.03542368,"teacher_disagreement_score":0.012320534,"about_ca_system_score_codex":0.0024617678,"about_ca_system_score_gemma":0.007682422,"threshold_uncertainty_score":0.024497688},"labels":[],"label_agreement":null},{"id":"W3130293739","doi":"10.1016/j.soard.2021.02.015","title":"Long-term impact of bariatric surgery on glycemic control and glucose-lowering therapy for people with type 2 diabetes: population-based cohort study","year":2021,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; St. Joseph’s Healthcare Hamilton; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; McMaster University; University of Toronto","funders":"Ministry of Health -Singapore; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Glycemic; Type 2 diabetes; Surgery; Randomized controlled trial; Cohort; Population; Diabetes mellitus; Clinical trial; Referral; Internal medicine; Nursing","score_opus":0.009745203112392515,"score_gpt":0.2531148241365651,"score_spread":0.2433696210241726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130293739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99615127,0.00086516654,0.00017954966,0.00013592665,0.00006212188,0.000026866048,0.0020448817,0.000010134552,0.0005240556],"genre_scores_gemma":[0.9976164,0.00029657417,0.00012533908,0.00010850596,0.000045336048,0.00003490306,0.0013731018,0.000007359507,0.00039244417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981554,0.00046961775,0.00020876082,0.00053204165,0.000249587,0.0003845529],"domain_scores_gemma":[0.9970065,0.0003436291,0.0010240694,0.0006723015,0.00041833302,0.00053526205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021942682,0.00072475564,0.00092710933,0.00089086907,0.0011633366,0.0018435603,0.0011133363,0.0018260421,0.0017469982],"category_scores_gemma":[0.003843575,0.0010720142,0.0036265375,0.0024109043,0.0004848558,0.0014000143,0.0014652754,0.0023815744,0.000394785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069596485,0.00013771065,0.9964181,0.000022733973,0.0015425569,0.00009655495,0.00009888693,0.000040424275,0.00015833644,0.000028139077,0.00023640641,0.0005241008],"study_design_scores_gemma":[0.00005212683,0.00014362157,0.99863905,0.000010283938,0.00051280495,0.00008075663,0.00022972823,0.00011931665,0.000020490024,0.000022642635,0.00015719006,0.000011962558],"about_ca_topic_score_codex":0.040083792,"about_ca_topic_score_gemma":0.04678478,"teacher_disagreement_score":0.040083792,"about_ca_system_score_codex":0.00084737357,"about_ca_system_score_gemma":0.0010625705,"threshold_uncertainty_score":0.07970095},"labels":[],"label_agreement":null},{"id":"W3131527405","doi":"10.1016/j.soard.2021.02.021","title":"Comment on: Sleeve gastrectomy with tailored 360° fundoplication according to Rossetti in patients affected by obesity and gastroesophageal reflux: a prospective observational study","year":2021,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; GERD; Reflux; Sleeve gastrectomy; Observational study; Barrett's esophagus; Body mass index; Prospective cohort study; Esophagus; General surgery; Surgery; Gastrectomy; Obesity; Internal medicine; Weight loss; Gastric bypass; Adenocarcinoma; Disease; Cancer","score_opus":0.022602278373779594,"score_gpt":0.2573053217668687,"score_spread":0.23470304339308912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131527405","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054429476,0.0011804639,0.00013951377,0.9526925,0.03830817,0.000031207608,0.00070802093,0.000045902143,0.0014512803],"genre_scores_gemma":[0.019722488,0.00087245705,0.00025520968,0.91999215,0.05629367,0.00007549331,0.0002624585,0.00003322604,0.0024927517],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997895,0.0005393148,0.00051593286,0.000377177,0.00033768054,0.00033486998],"domain_scores_gemma":[0.9915036,0.004548067,0.0012996892,0.00034777637,0.0011968783,0.0011040011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00292202,0.000702572,0.0016490207,0.00088969246,0.0016169794,0.0018534325,0.0014041142,0.024218312,0.0034344723],"category_scores_gemma":[0.019460406,0.0005942389,0.0011242449,0.0013968699,0.0013845243,0.0015931354,0.00060048804,0.015647747,0.004035894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042830725,0.00010785685,0.0210672,0.0002183334,0.0001455699,0.003945375,0.00020703628,0.00008775191,0.0002545577,0.00078750687,0.96590394,0.006846531],"study_design_scores_gemma":[0.0021197451,0.0010423646,0.08030371,0.0023502419,0.0011187324,0.021746676,0.003166367,0.0040761563,0.0013668122,0.008829901,0.8732809,0.00059827545],"about_ca_topic_score_codex":0.0062155197,"about_ca_topic_score_gemma":0.007577173,"teacher_disagreement_score":0.024218312,"about_ca_system_score_codex":0.0025559524,"about_ca_system_score_gemma":0.0024337578,"threshold_uncertainty_score":0.018544793},"labels":[],"label_agreement":null},{"id":"W3136752769","doi":"10.1016/j.soard.2021.03.012","title":"Comments on: Improvement of glucose metabolism following rapid weight loss after bariatric surgery and its impact on reduction of visceral abdominal fat versus free fat muscle","year":2021,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Canadian Institute of Mining, Metallurgy and Petroleum","funders":"","keywords":"Medicine; Weight loss; Abdominal fat; Visceral fat; Carbohydrate metabolism; Surgery; Abdominal surgery; Type 2 diabetes; Adipose tissue; Obesity; Fat free mass; Diabetes mellitus; Internal medicine; Endocrinology; Fat mass; Insulin resistance","score_opus":0.01454887254007965,"score_gpt":0.2514884754035272,"score_spread":0.23693960286344756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136752769","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00074900326,0.0007142096,0.00005520934,0.9646945,0.031663653,0.000034719917,0.00018461686,0.000024205514,0.0018800144],"genre_scores_gemma":[0.002609859,0.0006916566,0.00013794276,0.9525285,0.03881279,0.00008328026,0.000069820104,0.00001675435,0.0050492673],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972488,0.0006791095,0.000511864,0.0003512425,0.0007462977,0.00046250955],"domain_scores_gemma":[0.9903706,0.0052105873,0.0009180098,0.00022793609,0.0017906213,0.0014822265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036707767,0.0010680264,0.0021458627,0.00074627355,0.0029028417,0.003010976,0.0018539998,0.05018176,0.010265855],"category_scores_gemma":[0.03290131,0.00073370466,0.0018544226,0.00084373384,0.0014953107,0.0023221658,0.0012231434,0.03026698,0.0067960476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002757242,0.000102428574,0.0014924041,0.00008864995,0.00003610242,0.0014192936,0.00007725677,0.000064640386,0.00010092773,0.0005788531,0.98930806,0.0064557106],"study_design_scores_gemma":[0.0010799788,0.00057323935,0.009613631,0.0011037029,0.00026444974,0.0031621468,0.00087142095,0.0010918613,0.00045708162,0.0042312364,0.97736484,0.00018649196],"about_ca_topic_score_codex":0.011772577,"about_ca_topic_score_gemma":0.014716903,"teacher_disagreement_score":0.05018176,"about_ca_system_score_codex":0.005706735,"about_ca_system_score_gemma":0.0053408314,"threshold_uncertainty_score":0.0414055},"labels":[],"label_agreement":null},{"id":"W3140706903","doi":"10.1016/j.soard.2016.04.015","title":"Comment on: The impact of history of exposure to abuse on outcomes after bariatric surgery: data from the Ontario Bariatric Registry","year":2016,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neglect; Obesity; Body mass index; Scopus; Weight loss; Surgery; Physical abuse; Psychiatry; Child abuse; Pediatrics; Injury prevention; Poison control; MEDLINE; Environmental health; Internal medicine","score_opus":0.08035139852253252,"score_gpt":0.34994423170941846,"score_spread":0.2695928331868859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140706903","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035520284,0.00041088136,0.00005099947,0.9835603,0.008963141,0.000023222503,0.0010684959,0.000026755077,0.0023441743],"genre_scores_gemma":[0.011243854,0.0005724238,0.00012236416,0.9702113,0.010723815,0.00007537486,0.0003220228,0.000033150947,0.006695632],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99336183,0.0012714156,0.0015132366,0.00072422076,0.001716258,0.0014130261],"domain_scores_gemma":[0.9709063,0.014960169,0.004575777,0.00088591524,0.004570583,0.004101172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006124757,0.0005576422,0.0013278327,0.0011530047,0.005209153,0.0030812495,0.0026567944,0.03545098,0.005983636],"category_scores_gemma":[0.043530203,0.0011581464,0.0015820008,0.002625014,0.002464132,0.002325281,0.002176404,0.023749253,0.0040667313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009742676,0.000032554424,0.016384725,0.00008644012,0.000048092275,0.0009247958,0.000748945,0.00007039532,0.000092581366,0.000769282,0.9773183,0.003426488],"study_design_scores_gemma":[0.0003866636,0.00019357109,0.07381875,0.001995414,0.0003625825,0.0018086887,0.009042081,0.0012258028,0.0006354249,0.0037262551,0.90644616,0.00035856105],"about_ca_topic_score_codex":0.22113575,"about_ca_topic_score_gemma":0.32087496,"teacher_disagreement_score":0.22113575,"about_ca_system_score_codex":0.009044206,"about_ca_system_score_gemma":0.019205602,"threshold_uncertainty_score":0.43969715},"labels":[],"label_agreement":null},{"id":"W3142266065","doi":"10.1016/j.soard.2021.03.020","title":"Cost-effectiveness of bariatric surgery versus community weight management to treat obesity-related idiopathic intracranial hypertension: evidence from a single-payer healthcare system","year":2021,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia","funders":"Medical Research Council; National Institute for Health and Care Research; Brain Research UK; Wellcome Trust","keywords":"Medicine; Weight loss; Obesity; Psychological intervention; Surgery; Quality of life (healthcare); Health care; Weight management; Randomized controlled trial; Physical therapy; Internal medicine","score_opus":0.06414411374223357,"score_gpt":0.2796345907675889,"score_spread":0.21549047702535534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142266065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77352625,0.17993489,0.0085514765,0.010559447,0.0008208676,0.0018510707,0.010813424,0.0001271444,0.01381548],"genre_scores_gemma":[0.9778756,0.017970271,0.0012851018,0.0008619784,0.00014240315,0.00030942052,0.0013711152,0.0000159467,0.0001681036],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9841293,0.011788823,0.0010320294,0.0006817373,0.0017305086,0.0006375074],"domain_scores_gemma":[0.92239106,0.064597405,0.009174377,0.001213069,0.0017075563,0.00091656885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01807089,0.000810236,0.0023418877,0.001929528,0.0003625835,0.002392086,0.0015908169,0.0019125902,0.006614024],"category_scores_gemma":[0.070154056,0.0007085449,0.01081657,0.0022365735,0.0007451334,0.001605894,0.00152893,0.0020261903,0.00021783792],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.11873774,0.003667146,0.17106411,0.05310033,0.13468845,0.0005950739,0.0005167573,0.24789456,0.00038608917,0.015819598,0.012664057,0.2408662],"study_design_scores_gemma":[0.05377012,0.032749996,0.3011986,0.05136152,0.16503975,0.0016206694,0.0013651178,0.33374107,0.0020163266,0.036066692,0.020350132,0.0007200406],"about_ca_topic_score_codex":0.015833661,"about_ca_topic_score_gemma":0.009916085,"teacher_disagreement_score":0.01807089,"about_ca_system_score_codex":0.0067901765,"about_ca_system_score_gemma":0.003993831,"threshold_uncertainty_score":0.095569134},"labels":[],"label_agreement":null},{"id":"W315752605","doi":"10.1016/j.soard.2006.04.031","title":"27","year":2006,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery","score_opus":0.00946660917188591,"score_gpt":0.22596899212245372,"score_spread":0.2165023829505678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W315752605","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008769845,0.00047550423,0.0017272291,0.0031461571,0.00075955514,0.000057448866,0.000581227,0.00015811982,0.9922178],"genre_scores_gemma":[0.011970838,0.0010207562,0.002254438,0.0021888553,0.00023105099,0.00007293725,0.0011214252,0.00017249245,0.9809672],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989008,0.00014078201,0.000039336952,0.000150821,0.00061190897,0.00015632178],"domain_scores_gemma":[0.9989936,0.0001435968,0.00003240295,0.00017354745,0.0005359714,0.000120894576],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00092016853,0.00055169355,0.0002725046,0.0016948736,0.0016055002,0.0032476517,0.0010783754,0.0012802297,0.31130597],"category_scores_gemma":[0.003330364,0.00022278674,0.0005143642,0.00096639514,0.0009532324,0.0013072392,0.0018018563,0.001434165,0.18618852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030945972,0.00006473117,0.00057190435,0.00008076533,0.000008375889,0.000110655346,0.00031827204,0.00023593736,0.00036359907,0.2699362,0.6245551,0.10372348],"study_design_scores_gemma":[0.0000056841473,0.0000100294465,0.0009884008,0.00008513379,0.000005102219,0.0000960008,0.00023887225,0.00009875599,0.00040897963,0.017327374,0.98072743,0.000008388848],"about_ca_topic_score_codex":0.011804212,"about_ca_topic_score_gemma":0.015829517,"teacher_disagreement_score":0.688694,"about_ca_system_score_codex":0.0022023942,"about_ca_system_score_gemma":0.0035665028,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W316074115","doi":"10.1016/j.soard.2006.04.050","title":"46","year":2006,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Blockade; Gastric secretion; Accommodation; Endocrinology; Internal medicine; Stomach; Surgery; Neuroscience; Receptor; Biology","score_opus":0.026716567471497706,"score_gpt":0.2729937342419718,"score_spread":0.24627716677047412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W316074115","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019459872,0.0011666979,0.0026014522,0.0019483055,0.001208167,0.00005782195,0.00050157047,0.00021479692,0.99035513],"genre_scores_gemma":[0.022413792,0.0018696811,0.002667135,0.0013905227,0.0002375374,0.000047898902,0.0008119832,0.00014351243,0.9704179],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993594,0.00009191474,0.00003086072,0.000118655,0.0002996201,0.000099570614],"domain_scores_gemma":[0.9995347,0.000058445068,0.00002155529,0.00011976606,0.00018876378,0.00007674155],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005339938,0.00047546165,0.00020693187,0.0010478811,0.0010780232,0.002835002,0.00056418055,0.0010492397,0.30528623],"category_scores_gemma":[0.0017921815,0.00018739657,0.00040572693,0.00053274067,0.0006657179,0.0010912457,0.0015234845,0.0009466377,0.17072208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118172924,0.00009559828,0.0010986712,0.00016557022,0.000017337368,0.00030414728,0.0006103013,0.0004073043,0.0045107612,0.27279782,0.44546294,0.27441138],"study_design_scores_gemma":[0.0000045257148,0.00001481761,0.000952948,0.00006957771,0.00000521701,0.00021871156,0.00014687382,0.000098108794,0.0013224253,0.0077877287,0.98937154,0.000007530218],"about_ca_topic_score_codex":0.0051760017,"about_ca_topic_score_gemma":0.0035859258,"teacher_disagreement_score":0.6947138,"about_ca_system_score_codex":0.0011179333,"about_ca_system_score_gemma":0.0013008484,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W3163554007","doi":"10.1016/j.soard.2021.04.021","title":"Postbariatric hypoglycemia: symptom patterns and associated risk factors in the Longitudinal Assessment of Bariatric Surgery study","year":2021,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; East Carolina University; Irving Medical Center, Columbia University; University of Washington; Joslin Diabetes Center; Oregon Health and Science University; University of Pittsburgh; Endocrine Society","keywords":"Medicine; Hypoglycemia; Incidence (geometry); Surgery; Prospective cohort study; Risk factor; Diabetes mellitus; Pediatrics; Internal medicine; Endocrinology","score_opus":0.0189512746235443,"score_gpt":0.2690487989823415,"score_spread":0.25009752435879723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163554007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987429,0.00015122272,0.000053658507,0.00009475331,0.000014422955,0.000013514837,0.00059837813,0.000002615452,0.00032860195],"genre_scores_gemma":[0.99839777,0.00015291042,0.00009013544,0.000060089264,0.000019804247,0.000022092687,0.0009555534,0.0000025459233,0.00029910466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995414,0.00015905891,0.000061039806,0.000078673664,0.00006238455,0.00009741993],"domain_scores_gemma":[0.9986105,0.00011436705,0.00059012027,0.00012433833,0.00014187714,0.0004188135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010401882,0.0004282605,0.00047682738,0.0006413605,0.00091667305,0.0010521329,0.00055137783,0.0009070604,0.00089527346],"category_scores_gemma":[0.0021165956,0.0005928294,0.0009754391,0.0012444651,0.00028218632,0.0011299724,0.0013194858,0.0014923697,0.00018704703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025875267,0.00017659087,0.9986744,0.0000048057377,0.00009734619,0.00005039092,0.00008272339,0.00001961939,0.000105717874,0.000011640879,0.00009928624,0.00041879716],"study_design_scores_gemma":[0.00001636856,0.000111347836,0.99922526,0.000003338239,0.000032558917,0.00008543353,0.00033599228,0.00007156711,0.00001803329,0.000013206769,0.00008224199,0.0000046496],"about_ca_topic_score_codex":0.017301505,"about_ca_topic_score_gemma":0.026738431,"teacher_disagreement_score":0.017301505,"about_ca_system_score_codex":0.0004612043,"about_ca_system_score_gemma":0.0006290367,"threshold_uncertainty_score":0.034401596},"labels":[],"label_agreement":null},{"id":"W3163946015","doi":"10.1016/j.soard.2021.05.009","title":"Comment on: Sleeve gastrectomy versus Roux-en-Y gastric bypass in patients 65 years of age and older: a comparison of short-term outcomes","year":2021,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Roux-en-Y anastomosis; Sleeve gastrectomy; Body mass index; Gastric bypass; Weight loss; Surgery; Reflux; Gastrectomy; Anastomosis; Gastroenterology; Complication; Internal medicine; Disease; Obesity; Cancer","score_opus":0.025956372452386002,"score_gpt":0.27523800180168273,"score_spread":0.24928162934929673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163946015","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040791486,0.0015183478,0.000085218635,0.9499605,0.041337725,0.000055318713,0.0010911574,0.00003708253,0.0018355697],"genre_scores_gemma":[0.013145255,0.0010516985,0.00020574492,0.93204135,0.050481565,0.00014994279,0.000252525,0.00002243021,0.0026494686],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970187,0.0009733186,0.00065595016,0.00045070844,0.00049366284,0.00040758442],"domain_scores_gemma":[0.98387873,0.010862832,0.0015045131,0.0003344793,0.0019029786,0.0015163848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043792813,0.00072969624,0.0024319224,0.00082375377,0.0020946087,0.0018564254,0.0016067404,0.026115363,0.0065624556],"category_scores_gemma":[0.03443523,0.00058232277,0.0020278408,0.001560985,0.0012708277,0.0018318796,0.0007106138,0.01961557,0.004191423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020879505,0.00015131015,0.008499788,0.00041529717,0.00022555878,0.001025096,0.00017557509,0.0001598015,0.00021490276,0.00094750035,0.9741586,0.011938701],"study_design_scores_gemma":[0.006910181,0.0023175993,0.05134832,0.002983206,0.0022343425,0.004932741,0.0031863162,0.002787682,0.0016354634,0.0105622215,0.9106213,0.00048055628],"about_ca_topic_score_codex":0.009899073,"about_ca_topic_score_gemma":0.01248121,"teacher_disagreement_score":0.026115363,"about_ca_system_score_codex":0.0042289803,"about_ca_system_score_gemma":0.003887461,"threshold_uncertainty_score":0.030683517},"labels":[],"label_agreement":null},{"id":"W3171028674","doi":"10.1016/j.soard.2021.05.035","title":"Early postoperative follow-up reduces risk of late severe nutritional complications after Roux-En-Y gastric bypass: a population based study","year":2021,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Queen's University; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gastric bypass; Roux-en-Y anastomosis; Surgery; Weight loss; Obesity; Internal medicine","score_opus":0.01177375578943889,"score_gpt":0.24681530818220448,"score_spread":0.23504155239276558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171028674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991854,0.00041177534,0.00005736032,0.000043668322,0.000022849654,0.0000065728536,0.00008627318,0.0000022901827,0.00018373551],"genre_scores_gemma":[0.9993056,0.00019013847,0.000053934295,0.000049614344,0.000033165525,0.00000906089,0.00016531999,0.0000026337227,0.00019052671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99942255,0.00015933967,0.00006460976,0.00013846564,0.000062391526,0.00015262337],"domain_scores_gemma":[0.9981059,0.0004332684,0.0007426185,0.00015921901,0.00013788263,0.00042111042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008086902,0.00072959927,0.00082249095,0.0006622939,0.0007048163,0.0012539392,0.00062192517,0.0017410443,0.0018015414],"category_scores_gemma":[0.0028349117,0.0006808687,0.002053248,0.0011965345,0.00045699108,0.001132193,0.00061156263,0.0018488686,0.00024228968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002633969,0.0008565978,0.9935441,0.00003297239,0.00064565736,0.00014546547,0.00009578082,0.000039996026,0.00022324442,0.000018823923,0.00009269754,0.0016706552],"study_design_scores_gemma":[0.00009697924,0.00097231957,0.9978022,0.0000131802535,0.0004088928,0.00014708115,0.0002097362,0.00016995017,0.000038064853,0.000038921073,0.00008879613,0.000013862565],"about_ca_topic_score_codex":0.003214725,"about_ca_topic_score_gemma":0.0039286395,"teacher_disagreement_score":0.003214725,"about_ca_system_score_codex":0.00031206998,"about_ca_system_score_gemma":0.00042276975,"threshold_uncertainty_score":0.006392002},"labels":[],"label_agreement":null},{"id":"W3180644436","doi":"10.1016/j.soard.2021.06.018","title":"Comment on: Conversion of laparoscopic sleeve gastrectomy to Roux-en-Y gastric bypass: patterns predicting persistent symptoms after revision","year":2021,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Gastric bypass; Sleeve gastrectomy; Roux-en-Y anastomosis; Surgery; Gastrectomy; Gastric banding; General surgery; Weight loss; Internal medicine; Obesity; Cancer","score_opus":0.011308505542854673,"score_gpt":0.22937244104272544,"score_spread":0.21806393549987077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180644436","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033999418,0.0005090916,0.000086713226,0.9690579,0.02461181,0.000022725388,0.00029197359,0.00003348083,0.001986269],"genre_scores_gemma":[0.017155927,0.00074452086,0.00023851194,0.92515236,0.052313965,0.000055913635,0.00016614668,0.000030226352,0.0041424558],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980165,0.00037029278,0.00045739426,0.0003238402,0.0003933918,0.0004384658],"domain_scores_gemma":[0.9910817,0.004274569,0.0011704793,0.00029432538,0.0016704019,0.0015085974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019472584,0.00082136126,0.0014499547,0.0009911328,0.002669171,0.0023071098,0.0015368551,0.03992589,0.0058446834],"category_scores_gemma":[0.026555259,0.00073570636,0.0012300859,0.0011763513,0.0014899075,0.002119739,0.0011701204,0.024554508,0.0050908164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022510854,0.00009802876,0.01645171,0.00013079673,0.00006366322,0.014999237,0.0003610181,0.00017271722,0.0002939998,0.0010192669,0.959082,0.007102444],"study_design_scores_gemma":[0.0009235892,0.0006716746,0.054465584,0.0018462405,0.00045036792,0.04521205,0.0041735265,0.004728084,0.0012293138,0.010157109,0.8755463,0.0005961588],"about_ca_topic_score_codex":0.010395562,"about_ca_topic_score_gemma":0.012531471,"teacher_disagreement_score":0.03992589,"about_ca_system_score_codex":0.0035827816,"about_ca_system_score_gemma":0.0035939475,"threshold_uncertainty_score":0.025994956},"labels":[],"label_agreement":null},{"id":"W3181136447","doi":"10.1016/j.soard.2021.06.021","title":"Preoperative weight loss is linked to improved mortality and leaks following elective bariatric surgery: an analysis of 548,597 patients from 2015–2018","year":2021,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Weight loss; Sleeve gastrectomy; Surgery; Body mass index; Logistic regression; Cohort; Retrospective cohort study; Gastric bypass; Obesity; Internal medicine","score_opus":0.016216308968597788,"score_gpt":0.27398524156326526,"score_spread":0.2577689325946675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181136447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99726796,0.0008186479,0.00008406691,0.00009705199,0.000028787343,0.000005619593,0.0014111748,0.00000425252,0.00028249653],"genre_scores_gemma":[0.99774075,0.00033130223,0.000058474525,0.00007367634,0.000027133337,0.000008255415,0.0015914293,0.0000034087966,0.00016553859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922884,0.00009637047,0.00018354648,0.0001834427,0.00013459344,0.00017316057],"domain_scores_gemma":[0.99780303,0.0002855806,0.0012456785,0.00015759892,0.00018696407,0.00032105934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060498004,0.000301197,0.0004988161,0.0011831631,0.00043686008,0.00086469186,0.00056273217,0.00056182325,0.0012291683],"category_scores_gemma":[0.0023684439,0.00039519506,0.0014062873,0.0021069641,0.00034709554,0.0007847882,0.0009693904,0.0008899193,0.00020245869],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088062254,0.000015099448,0.9989008,0.000015624673,0.00017798804,0.000049458267,0.000035522593,0.00002306164,0.000052579057,0.000009318749,0.00012895459,0.0005035822],"study_design_scores_gemma":[0.000005330433,0.00003746887,0.9992835,0.000012479568,0.000082616265,0.00013008871,0.00018319329,0.00006377506,0.000021014504,0.000010159789,0.00016573069,0.000004698177],"about_ca_topic_score_codex":0.013793192,"about_ca_topic_score_gemma":0.021715965,"teacher_disagreement_score":0.013793192,"about_ca_system_score_codex":0.00044479166,"about_ca_system_score_gemma":0.0007349443,"threshold_uncertainty_score":0.027425826},"labels":[],"label_agreement":null},{"id":"W3191087221","doi":"10.1016/j.soard.2021.07.017","title":"Operative management of recalcitrant marginal ulcers following laparoscopic Roux-en-Y gastric bypass for morbid obesity: a systematic review","year":2021,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Surgery; Gastric bypass; Observational study; Sleeve gastrectomy; Systematic review; General surgery; Roux-en-Y anastomosis; Management of obesity; Randomized controlled trial; MEDLINE; Weight loss; Obesity; Internal medicine","score_opus":0.028506694412248765,"score_gpt":0.32688734707541056,"score_spread":0.29838065266316177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191087221","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008634681,0.99866724,0.000056884972,0.000057778685,0.00005394294,0.00006315054,0.00013092524,0.0000036235006,0.0001030318],"genre_scores_gemma":[0.012073283,0.987035,0.00028541085,0.00029147143,0.00005755094,0.00007172727,0.00011356118,0.00000301602,0.000068976085],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9983608,0.00040612498,0.00069601054,0.00019182045,0.00025907264,0.000086130654],"domain_scores_gemma":[0.994551,0.003578159,0.001353686,0.000067550456,0.00035341087,0.0000961691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020533323,0.0011786973,0.0068710917,0.0040242514,0.00036237028,0.0019571874,0.0015258691,0.0015990911,0.0045973733],"category_scores_gemma":[0.01047934,0.00080414995,0.008379843,0.0045277635,0.0005592384,0.0013882727,0.0010907156,0.0013751698,0.00027172785],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006561783,0.000040263145,0.0010968271,0.92719907,0.022886524,0.00010516775,0.00012148784,0.00009259114,0.0001746451,0.00010798214,0.0014849392,0.046034236],"study_design_scores_gemma":[0.0015778126,0.00054938643,0.010402606,0.6375849,0.32736704,0.00071731984,0.00043729594,0.0001458322,0.00021709896,0.00041437388,0.020482345,0.00010387843],"about_ca_topic_score_codex":0.0055803093,"about_ca_topic_score_gemma":0.021143634,"teacher_disagreement_score":0.0068710917,"about_ca_system_score_codex":0.0011264414,"about_ca_system_score_gemma":0.0028759553,"threshold_uncertainty_score":0.015379727},"labels":[],"label_agreement":null},{"id":"W3197316035","doi":"10.1016/j.soard.2021.08.018","title":"Comment on: Are eHealth interventions for adults who are scheduled for or have undergone bariatric surgery as effective as usual care? A systematic review","year":2021,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; University Health Network","funders":"","keywords":"Medicine; eHealth; Psychological intervention; Gastric bypass; Weight loss; Surgery; Weight Loss Surgery; Health care; Pandemic; Obesity; Telemedicine; Roux-en-Y anastomosis; Weight management; General surgery; Nursing; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease","score_opus":0.04542097712265727,"score_gpt":0.356129582024283,"score_spread":0.3107086049016258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197316035","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009245881,0.13352385,0.0005419401,0.6694011,0.17886646,0.0013561803,0.01173851,0.00015896067,0.0034883893],"genre_scores_gemma":[0.009934289,0.06862361,0.0013924611,0.8691852,0.042742822,0.002415929,0.0013813521,0.0001257483,0.0041985894],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9587116,0.014078632,0.015609232,0.0025916295,0.0073596463,0.0016491704],"domain_scores_gemma":[0.8122761,0.12965195,0.023246178,0.0030131973,0.02885874,0.002953797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.042140823,0.0022628917,0.0071402774,0.004142961,0.0019368532,0.0034100718,0.0041809534,0.01940458,0.030206114],"category_scores_gemma":[0.23072487,0.0020374767,0.009771591,0.0065550795,0.0034756418,0.005981166,0.0035632267,0.014636272,0.005665571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000997694,0.000025004578,0.0012308479,0.16423436,0.006656821,0.0003396181,0.0005816787,0.000113290975,0.00025176923,0.0010739947,0.8088347,0.015660256],"study_design_scores_gemma":[0.008499342,0.00034579393,0.008178283,0.3086196,0.034771696,0.0005345694,0.0014567294,0.0004117326,0.0007454333,0.006017136,0.6300717,0.00034798164],"about_ca_topic_score_codex":0.029753603,"about_ca_topic_score_gemma":0.048908565,"teacher_disagreement_score":0.042140823,"about_ca_system_score_codex":0.008992021,"about_ca_system_score_gemma":0.01896343,"threshold_uncertainty_score":0.22286463},"labels":[],"label_agreement":null},{"id":"W3202009574","doi":"10.1016/j.soard.2021.09.015","title":"Comment on: Trends in early postoperative major adverse cardiovascular and cerebrovascular events associated with bariatric surgery: an analysis of the Metabolic and Bariatric Surgery Accreditation and Quality Improvement Program (MBSAQIP) data registry","year":2021,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Accreditation; Adverse effect; Surgery; Sleeve gastrectomy; Gastric bypass; General surgery; Obesity; Weight loss; Internal medicine","score_opus":0.030140143394474468,"score_gpt":0.2715141286487781,"score_spread":0.24137398525430365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202009574","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003014863,0.00042730008,0.00014138641,0.96551335,0.026345272,0.000043204313,0.0016584577,0.00010370661,0.0027524787],"genre_scores_gemma":[0.006057349,0.0003939339,0.00027104001,0.9686137,0.019981457,0.000101027515,0.0004605319,0.00003681712,0.004084075],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957209,0.0008396196,0.0010339381,0.0006099465,0.0011602275,0.0006352625],"domain_scores_gemma":[0.98296136,0.008154418,0.0022738925,0.0005751676,0.0039519398,0.002083271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004185075,0.00080373697,0.0016040166,0.001561286,0.0026266275,0.0028391287,0.0017646024,0.025501022,0.0053252806],"category_scores_gemma":[0.027084503,0.0008589555,0.0014193051,0.0024084696,0.001225407,0.0021259645,0.0012811885,0.017681727,0.006621519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011148196,0.000049944618,0.0077002,0.00007388646,0.00004147846,0.00058575097,0.00009970997,0.000060839393,0.00012999336,0.00033956155,0.98644245,0.00436468],"study_design_scores_gemma":[0.00063754653,0.00037481144,0.053208034,0.0013625028,0.00036528593,0.0019781617,0.002224995,0.0025994799,0.000992393,0.004197301,0.93171877,0.00034065935],"about_ca_topic_score_codex":0.020510271,"about_ca_topic_score_gemma":0.026328161,"teacher_disagreement_score":0.025501022,"about_ca_system_score_codex":0.0034990413,"about_ca_system_score_gemma":0.006376488,"threshold_uncertainty_score":0.040781736},"labels":[],"label_agreement":null},{"id":"W3202434413","doi":"10.1016/j.soard.2021.09.016","title":"Comment on: Bariatric surgery decreases the number of hospital admissions for diastolic heart failure in subjects with severe obesity. Retrospective analysis of the US National Inpatient Sample database","year":2021,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Heart failure; Retrospective cohort study; Obesity; Odds ratio; Scopus; Surgery; Diastole; Database; Odds; Internal medicine; MEDLINE; Blood pressure; Logistic regression","score_opus":0.013132927487394775,"score_gpt":0.24436942717239363,"score_spread":0.23123649968499885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202434413","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001736285,0.00041603495,0.00007634658,0.9777598,0.016535863,0.000022685024,0.0011258806,0.00008225909,0.0022448455],"genre_scores_gemma":[0.0067942794,0.00041644284,0.00017098164,0.96862406,0.019887567,0.000063639956,0.00028216979,0.0000309242,0.0037298203],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698025,0.00089223136,0.00057191553,0.000414186,0.00082142797,0.00031992813],"domain_scores_gemma":[0.9850735,0.009084099,0.0011708243,0.0004100284,0.0030728576,0.0011886577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032636686,0.0007435254,0.0013768491,0.00086675695,0.0023636692,0.0017863928,0.0019309178,0.024512926,0.008363613],"category_scores_gemma":[0.03036139,0.00060681987,0.0011289755,0.001416456,0.0011157714,0.0017000281,0.00070701004,0.01639994,0.008696363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013870858,0.000036869336,0.0031929624,0.000056691842,0.000023309949,0.00047777602,0.0000723912,0.000049559723,0.00011446368,0.00034591768,0.99154025,0.003951112],"study_design_scores_gemma":[0.0009821012,0.0005417154,0.035938453,0.001367108,0.00029999646,0.0032006856,0.0017802339,0.0023509264,0.0015102642,0.005848462,0.94584996,0.00033003342],"about_ca_topic_score_codex":0.019004852,"about_ca_topic_score_gemma":0.017835485,"teacher_disagreement_score":0.024512926,"about_ca_system_score_codex":0.0029514718,"about_ca_system_score_gemma":0.003944674,"threshold_uncertainty_score":0.03778845},"labels":[],"label_agreement":null},{"id":"W3204612994","doi":"10.1016/j.soard.2021.09.014","title":"Comment on: The impact of bariatric surgery on the risk of hospitalization due to influenza virus infection","year":2021,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Surgery; Infection risk; Risk of infection; General surgery; Intensive care medicine","score_opus":0.021069855820578118,"score_gpt":0.25980669892556024,"score_spread":0.2387368431049821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204612994","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012188588,0.00042383507,0.000059863643,0.97586024,0.020104848,0.000015327118,0.00030253243,0.000029086257,0.0019854465],"genre_scores_gemma":[0.006002466,0.00047704094,0.000121033576,0.95838916,0.031576637,0.00003790547,0.000110590394,0.00001934444,0.003265855],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99726653,0.0006515194,0.00045445253,0.00036915715,0.0007239436,0.000534372],"domain_scores_gemma":[0.98903567,0.005662687,0.0011070315,0.00030109053,0.0018969579,0.0019966818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031097445,0.0008085461,0.0017620812,0.00082241575,0.00334339,0.0027551542,0.002184417,0.049430903,0.0067034885],"category_scores_gemma":[0.026745768,0.0007925598,0.0016000583,0.0010647816,0.0016598689,0.0023005262,0.001294346,0.03276365,0.005004834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017474356,0.00006141135,0.005325638,0.000083604464,0.000059120142,0.0014481591,0.00015616912,0.000114945724,0.00013758762,0.0010060781,0.9872006,0.004231925],"study_design_scores_gemma":[0.0006621473,0.00039054433,0.026197482,0.0014102171,0.000385055,0.0034786654,0.0025492958,0.0025203358,0.0007675046,0.008769856,0.9524639,0.00040503204],"about_ca_topic_score_codex":0.025017034,"about_ca_topic_score_gemma":0.027036652,"teacher_disagreement_score":0.049430903,"about_ca_system_score_codex":0.0040971283,"about_ca_system_score_gemma":0.0066592535,"threshold_uncertainty_score":0.049742818},"labels":[],"label_agreement":null},{"id":"W3207781090","doi":"10.1016/j.soard.2021.10.008","title":"Comment on: Pain is adversely related to weight loss maintenance following bariatric surgery","year":2021,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University Health Network","funders":"","keywords":"Medicine; Weight loss; Obesity; Quality of life (healthcare); Surgery; Chronic pain; Cohort; Weight Loss Surgery; Population; Gastric bypass; Physical therapy; Internal medicine","score_opus":0.014419564973373782,"score_gpt":0.2328851548723934,"score_spread":0.2184655898990196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207781090","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019434642,0.0004125049,0.000035383193,0.98495156,0.010620268,0.000011267377,0.00017390474,0.000013710128,0.0018379294],"genre_scores_gemma":[0.008167235,0.0005649779,0.00009662747,0.9612914,0.026136518,0.000043584827,0.00008998927,0.000015501068,0.0035942332],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971969,0.00077323435,0.00047558077,0.0003495846,0.00058906584,0.00061556173],"domain_scores_gemma":[0.9883719,0.0066059474,0.0014058243,0.00032976118,0.0015804042,0.0017061335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032287135,0.0006976833,0.0015563249,0.0007488796,0.0039072633,0.0027775853,0.0018387991,0.04348472,0.0082572],"category_scores_gemma":[0.033030488,0.0005978434,0.0013508552,0.0012836581,0.0017925049,0.0022554016,0.0014769139,0.028626604,0.004722377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020142974,0.00010187782,0.010648598,0.000101015234,0.000053116222,0.0028365836,0.00035476693,0.00008976165,0.00012902227,0.0010646201,0.97682106,0.007598092],"study_design_scores_gemma":[0.0007406386,0.000654668,0.050641604,0.0018584394,0.00045691646,0.0075150854,0.0053947773,0.0018506935,0.0005764843,0.01142355,0.91853994,0.00034732072],"about_ca_topic_score_codex":0.01972536,"about_ca_topic_score_gemma":0.026633335,"teacher_disagreement_score":0.04348472,"about_ca_system_score_codex":0.0044610337,"about_ca_system_score_gemma":0.006252973,"threshold_uncertainty_score":0.03922105},"labels":[],"label_agreement":null},{"id":"W3209303623","doi":"10.1016/j.soard.2021.10.016","title":"Risk factors for abdominal reoperations in bariatric patients","year":2021,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University; Western University","funders":"Institute for Clinical Evaluative Sciences; Ministry of Health -Singapore; Cancer Care Ontario; Western University; Ontario Ministry of Health and Long-Term Care; Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario; Lawson Health Research Institute","keywords":"Medicine; Odds ratio; Surgery; Confidence interval; Cohort; Hiatal hernia; Logistic regression; Gastric bypass; Cohort study; Hernia; Weight loss; Internal medicine; Obesity; Disease","score_opus":0.011790738180822912,"score_gpt":0.23904955968844674,"score_spread":0.22725882150762383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209303623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996709,0.0011978005,0.0000649962,0.00028565075,0.00004667677,0.0000062392046,0.00035859743,0.0000055285827,0.001325544],"genre_scores_gemma":[0.9987319,0.00036249866,0.00006581087,0.00006241493,0.00008265906,0.0000058650317,0.0004107313,0.0000027569633,0.00027541097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99971825,0.000045879508,0.000038682345,0.00004502809,0.000049814844,0.00010233222],"domain_scores_gemma":[0.99841654,0.000345358,0.0007078998,0.00007732031,0.0000793132,0.0003735443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003602219,0.00028245468,0.00039532318,0.00072496256,0.00038618763,0.00074112654,0.00041673734,0.000747204,0.004726186],"category_scores_gemma":[0.0025958822,0.00026354395,0.0010529958,0.0008260604,0.0002096199,0.000538258,0.00047247057,0.0016726755,0.00026943214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015015589,0.00007949547,0.997912,0.000017951394,0.000094860305,0.00013123408,0.00003141015,0.00003653694,0.00009336443,0.00003735523,0.00018125266,0.0012343619],"study_design_scores_gemma":[0.000009532496,0.00005424586,0.99883956,0.000015765563,0.000059183112,0.00034460088,0.00024923342,0.00017352699,0.000023314838,0.000072787865,0.00015232922,0.0000059556314],"about_ca_topic_score_codex":0.0032566013,"about_ca_topic_score_gemma":0.0038528189,"teacher_disagreement_score":0.004726186,"about_ca_system_score_codex":0.00022760234,"about_ca_system_score_gemma":0.0004754143,"threshold_uncertainty_score":0.015810609},"labels":[],"label_agreement":null},{"id":"W3213013056","doi":"10.1016/j.soard.2021.11.009","title":"Comparison of Short-term Safety of One Anastomosis Gastric Bypass to Roux-en-Y Gastric Bypass and Sleeve Gastrectomy in the United States: 341 cases from MBSAQIP-accredited Centers","year":2021,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Sleeve gastrectomy; Cohort; Surgery; Anastomosis; Complication; Gastric bypass; Accreditation; Gastrectomy; Cohort study; Retrospective cohort study; General surgery; Internal medicine; Obesity; Weight loss; Cancer","score_opus":0.027177172811172188,"score_gpt":0.2830065036352512,"score_spread":0.255829330824079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213013056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99901426,0.00040519537,0.000035296987,0.00003896735,0.000010567022,0.0000062430163,0.00020084619,0.0000017407634,0.0002868288],"genre_scores_gemma":[0.9993222,0.00015047537,0.000025549884,0.000030184752,0.000016111342,0.0000048525562,0.00039137018,0.0000020137038,0.00005730108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869627,0.00030744026,0.000263393,0.00024187319,0.00026512385,0.00022594415],"domain_scores_gemma":[0.9955674,0.0013351128,0.0017345282,0.0002049437,0.0005236059,0.0006344151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013206374,0.00035738334,0.0005071478,0.0015522594,0.0004927438,0.0009017977,0.00075615174,0.0010402437,0.0017518697],"category_scores_gemma":[0.004186456,0.00033772676,0.0011285594,0.0016243312,0.000650345,0.00084304466,0.0009255485,0.00062517833,0.00023606872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069835916,0.000074236785,0.99678516,0.000023265377,0.00014933277,0.00014257642,0.00008114414,0.00009836259,0.00013688461,0.000019370202,0.000091544476,0.0016997866],"study_design_scores_gemma":[0.00004891709,0.00057544635,0.99764425,0.000014158212,0.000109004446,0.00039210403,0.00079129013,0.00017985134,0.00010046041,0.00002066054,0.00011249819,0.000011385691],"about_ca_topic_score_codex":0.0063901795,"about_ca_topic_score_gemma":0.010686168,"teacher_disagreement_score":0.0063901795,"about_ca_system_score_codex":0.0010940989,"about_ca_system_score_gemma":0.00066939706,"threshold_uncertainty_score":0.012705982},"labels":[],"label_agreement":null},{"id":"W3214767892","doi":"10.1016/j.soard.2021.11.023","title":"Five-year attrition, active enrollment, and predictors of level of participation in the Longitudinal Assessment of Bariatric Surgery (LABS-2) study","year":2021,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Graduate School of Public Health, University of Pittsburgh; Medical Center, University of Pittsburgh; Weill Cornell Medical College; University of Pittsburgh; University of Washington; Columbia University; East Carolina University; Oregon Health and Science University","keywords":"Attrition; Medicine; Psychosocial; Body mass index; Longitudinal study; Family medicine; Physical therapy; Gerontology; Demography; Psychiatry; Internal medicine","score_opus":0.0575115993254342,"score_gpt":0.32223303774848894,"score_spread":0.26472143842305473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214767892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990356,0.00008087735,0.00004463797,0.00012730506,0.0000145894655,0.000011283997,0.00042240464,0.0000032237508,0.00026000687],"genre_scores_gemma":[0.9982993,0.00005795896,0.000043297005,0.00008396641,0.000026456733,0.000025502248,0.0009335427,0.000003614088,0.0005265214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816364,0.0006893912,0.00014181812,0.00018292763,0.00023272402,0.0005894944],"domain_scores_gemma":[0.9932816,0.0007951683,0.0022527305,0.0005514592,0.0007010212,0.002418071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046721776,0.00052526407,0.00066020613,0.0007709225,0.001490901,0.0019421938,0.0016527742,0.0018601011,0.0016310456],"category_scores_gemma":[0.0078031346,0.0005299273,0.001444678,0.0011154504,0.0005359603,0.0014604805,0.002070012,0.003423332,0.00041900354],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000593618,0.0003380934,0.997959,0.0000050599156,0.0001041533,0.000031498683,0.000113843584,0.000026860389,0.000062792744,0.000025529149,0.00016069056,0.0005787661],"study_design_scores_gemma":[0.00003308822,0.00028995224,0.99872357,0.0000080905575,0.00006444941,0.000038523165,0.00039688434,0.0002604318,0.000031083386,0.00002794813,0.00011750914,0.000008454964],"about_ca_topic_score_codex":0.020644102,"about_ca_topic_score_gemma":0.021372568,"teacher_disagreement_score":0.020644102,"about_ca_system_score_codex":0.00057892187,"about_ca_system_score_gemma":0.00130686,"threshold_uncertainty_score":0.04104787},"labels":[],"label_agreement":null},{"id":"W4200515498","doi":"10.1016/j.soard.2021.12.008","title":"30-day Major Adverse Cardiac Events (MACE) after elective bariatric surgery: the development and validation of the Bari-MACE clinical predictive tool","year":2021,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Alberta","funders":"","keywords":"Mace; Medicine; Logistic regression; Retrospective cohort study; Cohort; Surgery; Internal medicine; Myocardial infarction; Percutaneous coronary intervention","score_opus":0.013532620000561293,"score_gpt":0.25560168655616206,"score_spread":0.24206906655560076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200515498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9697077,0.0039023762,0.009731706,0.0014331711,0.0003665188,0.0007825401,0.005290126,0.00019037625,0.008595361],"genre_scores_gemma":[0.98160434,0.0010347128,0.01163507,0.0005095228,0.00026811275,0.0005124217,0.0035552925,0.000032666525,0.0008478545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956405,0.0015643833,0.00062133354,0.00050608086,0.0013819794,0.00028569746],"domain_scores_gemma":[0.9838007,0.008079206,0.0037655123,0.00074308517,0.002781338,0.00083002273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008942636,0.0008330164,0.0010163481,0.001722263,0.00047535836,0.0019624208,0.00096543937,0.0009618075,0.0011503274],"category_scores_gemma":[0.022175305,0.00034810364,0.0010706012,0.0011939423,0.00042475946,0.00096041424,0.0014793926,0.0017435563,0.00034699895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010982385,0.0003819066,0.9548181,0.00015378935,0.00041900296,0.00008074853,0.00014131548,0.0009654463,0.00037428542,0.00061448675,0.0018457584,0.039106917],"study_design_scores_gemma":[0.00016977971,0.00087661267,0.9834667,0.00014725221,0.00037766533,0.00036807207,0.00013929757,0.00988245,0.00074713584,0.0008050466,0.0029742233,0.00004586805],"about_ca_topic_score_codex":0.0017327179,"about_ca_topic_score_gemma":0.003365413,"teacher_disagreement_score":0.008942636,"about_ca_system_score_codex":0.00055256,"about_ca_system_score_gemma":0.0014027948,"threshold_uncertainty_score":0.047293723},"labels":[],"label_agreement":null},{"id":"W4206111959","doi":"10.1016/j.soard.2022.01.009","title":"Comment on: Is there a role for bariatric surgery in patients with severe obesity and type 1 diabetes?","year":2022,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Type 2 diabetes; Obesity; Body mass index; Diabetes mellitus; Incidence (geometry); Cohort; Gastric bypass surgery; Surgery; Weight loss; Gastric bypass; General surgery; Internal medicine; Endocrinology","score_opus":0.009984178424970052,"score_gpt":0.20618599305873023,"score_spread":0.19620181463376019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206111959","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029804368,0.00038626144,0.00002866437,0.98696923,0.011064688,0.000008253495,0.000064437285,0.000012350091,0.0011680939],"genre_scores_gemma":[0.0010427393,0.0002697735,0.000050622708,0.9828409,0.013728506,0.000019288882,0.000026695507,0.00001011215,0.0020114626],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944917,0.00103481,0.00091190945,0.0007785457,0.0013057935,0.0014772735],"domain_scores_gemma":[0.97700125,0.0111850565,0.0019410586,0.0005299529,0.0034715808,0.005871157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005190287,0.0010029682,0.0024815553,0.0011537188,0.007013622,0.005691682,0.0029829084,0.10793185,0.013925441],"category_scores_gemma":[0.047685154,0.0012817658,0.0021851447,0.0014882775,0.003908427,0.0044496553,0.0032482632,0.06760052,0.008974005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000821927,0.00003748028,0.0020255407,0.00007441216,0.00003437557,0.001474955,0.0001550637,0.000067649155,0.00008560311,0.0016178323,0.9902844,0.0040603834],"study_design_scores_gemma":[0.00044242162,0.00015583454,0.006452818,0.0012214931,0.00019242777,0.002996618,0.0013409195,0.0006891347,0.00031432227,0.009718102,0.97624683,0.00022914105],"about_ca_topic_score_codex":0.022990707,"about_ca_topic_score_gemma":0.030409973,"teacher_disagreement_score":0.10793185,"about_ca_system_score_codex":0.007300096,"about_ca_system_score_gemma":0.014976073,"threshold_uncertainty_score":0.052966118},"labels":[],"label_agreement":null},{"id":"W4206661441","doi":"10.1016/j.soard.2022.01.008","title":"Comment on: Effect of bariatric surgery versus medical therapy on long-term cardiovascular risk in low BMI Chinese patients with type 2 diabetes: a propensity score-matched analysis","year":2022,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Propensity score matching; Type 2 diabetes; Body mass index; Diabetes mellitus; Surgery; Obesity; Type 2 Diabetes Mellitus; Medical record; Internal medicine; Endocrinology","score_opus":0.012588912465537018,"score_gpt":0.22845652498910812,"score_spread":0.21586761252357112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206661441","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058625904,0.0007053764,0.00017564905,0.95196956,0.038682554,0.000036293513,0.0010828326,0.000056404362,0.0014287967],"genre_scores_gemma":[0.01597484,0.0004233244,0.0002730981,0.9440972,0.03549521,0.00009887817,0.00025806794,0.000030319095,0.0033490865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996732,0.0012510333,0.0006052375,0.00049957505,0.00057908054,0.0003330316],"domain_scores_gemma":[0.9819126,0.012892989,0.0014395724,0.0005774612,0.0020132754,0.0011641243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005538234,0.00066658953,0.0018412181,0.00072214927,0.001964539,0.0015812786,0.0016641185,0.017957294,0.00455633],"category_scores_gemma":[0.032767978,0.0005409636,0.001519619,0.0012602882,0.0013517683,0.001156196,0.00061230536,0.013969806,0.00409708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009299121,0.00011760465,0.013928443,0.00014246922,0.00021219511,0.0010731734,0.00017933987,0.00009441548,0.0002256241,0.00077500835,0.9746368,0.007684912],"study_design_scores_gemma":[0.0038617833,0.0015048839,0.09064271,0.0012827764,0.002247778,0.0051249117,0.0031720118,0.005000307,0.0018376351,0.0107531715,0.8739692,0.0006028675],"about_ca_topic_score_codex":0.011099573,"about_ca_topic_score_gemma":0.013920754,"teacher_disagreement_score":0.017957294,"about_ca_system_score_codex":0.0028173993,"about_ca_system_score_gemma":0.0027892564,"threshold_uncertainty_score":0.029289365},"labels":[],"label_agreement":null},{"id":"W4220841399","doi":"10.1016/j.soard.2022.02.021","title":"Comparative effectiveness of gastric bypass and sleeve gastrectomy on predicted 10-year risk of cardiovascular disease 5 years after surgery","year":2022,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics","funders":"National Heart, Lung, and Blood Institute; Patient-Centered Outcomes Research Institute; National Institutes of Health; Novartis; Merck","keywords":"Medicine; Sleeve gastrectomy; Confounding; Body mass index; Surgery; Cohort; Type 2 diabetes; Diabetes mellitus; Disease; Gastric bypass surgery; Internal medicine; Weight loss; Obesity; Gastric bypass; Endocrinology","score_opus":0.010113208251829443,"score_gpt":0.21817454560033764,"score_spread":0.2080613373485082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220841399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969013,0.0019246547,0.000053426364,0.00008549225,0.0000780582,0.000010030755,0.00023506366,0.0000029495286,0.0007089726],"genre_scores_gemma":[0.9984843,0.0005568683,0.000054807355,0.00005931216,0.00010501302,0.000009175437,0.00042989157,0.0000021181759,0.00029846551],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986505,0.0006517199,0.00009323227,0.00025560352,0.00011680472,0.00023217277],"domain_scores_gemma":[0.99630284,0.002369834,0.00037948714,0.00015936366,0.00011327561,0.0006751754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002559238,0.0006534527,0.0014030366,0.000629575,0.00026211434,0.00079245376,0.00073791464,0.0013383726,0.002643665],"category_scores_gemma":[0.0044054366,0.00036491887,0.0035800457,0.0004440075,0.0006496951,0.0013228285,0.0005923206,0.0011855554,0.00022751794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.43900013,0.004054695,0.5113593,0.00056137965,0.011725564,0.00040839132,0.0002638097,0.0036875966,0.0024682467,0.0004394267,0.0005786978,0.025452824],"study_design_scores_gemma":[0.00885649,0.06455312,0.9103518,0.000113578964,0.008731869,0.00029363678,0.00079566083,0.0041042273,0.00092719635,0.00042012217,0.00075035356,0.00010195532],"about_ca_topic_score_codex":0.002439602,"about_ca_topic_score_gemma":0.0042439965,"teacher_disagreement_score":0.002643665,"about_ca_system_score_codex":0.0005570146,"about_ca_system_score_gemma":0.00058290584,"threshold_uncertainty_score":0.013534725},"labels":[],"label_agreement":null},{"id":"W4220872399","doi":"10.1016/j.soard.2022.02.019","title":"Nutrition for pregnancy after metabolic and bariatric surgery: literature review and practical guide","year":2022,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Pregnancy; Gastric banding; Gestation; Obstetrics; Population; Sleeve gastrectomy; Weight loss; Gastric bypass; Gynecology; Surgery; Obesity; Internal medicine; Environmental health","score_opus":0.031029805937295617,"score_gpt":0.3197573004480689,"score_spread":0.2887274945107733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220872399","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000058685335,0.99918,0.000076551936,0.0003234232,0.000091811875,0.000012439163,0.00004869423,0.0000042823326,0.00020419942],"genre_scores_gemma":[0.0003130153,0.9989851,0.0002517241,0.00020274881,0.00008045363,0.000013517804,0.00004168235,8.2666065e-7,0.000110913505],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945647,0.00010095859,0.00021538818,0.00007888492,0.000120470664,0.000027779875],"domain_scores_gemma":[0.998708,0.0007330482,0.0003265786,0.000015495949,0.0001757331,0.00004111965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012230775,0.0011949121,0.0024660327,0.0065252096,0.0003317755,0.0016759759,0.0011111071,0.0013540341,0.005628226],"category_scores_gemma":[0.0029645294,0.00048386524,0.001628145,0.005173841,0.00037358134,0.0020305377,0.0012065461,0.0014384051,0.0009543802],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015693606,0.00011078179,0.00074637466,0.22553018,0.00079582806,0.00035278944,0.00016947859,0.0002648156,0.00054021244,0.0015700321,0.04234961,0.72741294],"study_design_scores_gemma":[0.00022820393,0.00027353593,0.0052683433,0.315712,0.0052670776,0.003567139,0.00048770633,0.00038150506,0.00036350184,0.0032885098,0.66504943,0.00011290881],"about_ca_topic_score_codex":0.0032875703,"about_ca_topic_score_gemma":0.0076295524,"teacher_disagreement_score":0.0065252096,"about_ca_system_score_codex":0.00077836146,"about_ca_system_score_gemma":0.003049664,"threshold_uncertainty_score":0.018828273},"labels":[],"label_agreement":null},{"id":"W4220919276","doi":"10.1016/j.soard.2022.03.012","title":"Effect of the COVID-19 pandemic on bariatric surgery in North America: a retrospective analysis of 834,647 patients","year":2022,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Sleeve gastrectomy; Coronavirus disease 2019 (COVID-19); Odds ratio; Surgery; Single Center; Pandemic; Gastric bypass; Retrospective cohort study; Demographics; Odds; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Weight loss; Internal medicine; Obesity; Logistic regression; Demography","score_opus":0.011793574054601876,"score_gpt":0.2509887900036697,"score_spread":0.2391952159490678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220919276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943047,0.0008839755,0.00007137243,0.000230672,0.00003538114,0.000021107471,0.003146945,0.0000049481605,0.0013008799],"genre_scores_gemma":[0.9968925,0.00034013303,0.00005852318,0.00022959452,0.00002781316,0.000023108903,0.002210044,0.000004124975,0.00021425904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850416,0.0002935354,0.00023762428,0.0003470895,0.00024419327,0.00037335625],"domain_scores_gemma":[0.99715614,0.00036187324,0.0015097132,0.00022298127,0.00030410712,0.0004452125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078532944,0.00032560126,0.00049197266,0.0011263427,0.0008067845,0.0011424359,0.00056312466,0.0007969387,0.0017822295],"category_scores_gemma":[0.0023502312,0.00051980704,0.00079899945,0.0034597684,0.00051423797,0.0010273085,0.0012356745,0.0010491087,0.00023509414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034100827,0.00001816232,0.99920326,0.000007971436,0.0000644546,0.00006278404,0.0000535017,0.000017095263,0.000029644778,0.000012943596,0.00021342226,0.00028268812],"study_design_scores_gemma":[0.0000032639218,0.000022106811,0.998735,0.000011676965,0.000026197864,0.00010897574,0.0007628716,0.000056353067,0.000014213177,0.000009849424,0.0002452724,0.000004200101],"about_ca_topic_score_codex":0.049764182,"about_ca_topic_score_gemma":0.080305524,"teacher_disagreement_score":0.049764182,"about_ca_system_score_codex":0.0010124168,"about_ca_system_score_gemma":0.0014356355,"threshold_uncertainty_score":0.098949075},"labels":[],"label_agreement":null},{"id":"W4223652372","doi":"10.1016/j.soard.2022.03.020","title":"Five-year weight loss, physical activity, and eating style trajectories after bariatric surgery","year":2022,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Federation for the Humanities and Social Sciences","keywords":"Weight loss; Medicine; Weight change; Body weight; Surgery; Obesity; Physical therapy; Internal medicine","score_opus":0.00890245205698205,"score_gpt":0.22807245060933912,"score_spread":0.21916999855235708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223652372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995782,0.000075418655,0.000054550906,0.000019582294,0.000001728185,0.0000049577425,0.00015837936,0.0000027048898,0.000104376224],"genre_scores_gemma":[0.9993119,0.00003581358,0.000047525486,0.0000050009776,0.0000014601887,0.0000061754945,0.0005139725,0.0000010876627,0.00007705611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99967873,0.00006401897,0.000038175887,0.000054402968,0.00007965117,0.00008507317],"domain_scores_gemma":[0.99818414,0.00033457318,0.00081189984,0.00008047918,0.0001556845,0.00043328834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009948532,0.00020442854,0.00020440534,0.0007695155,0.00039997895,0.0005832618,0.00031897755,0.00033788037,0.0012381609],"category_scores_gemma":[0.0031385885,0.00012000252,0.0004554409,0.0005487629,0.0002465688,0.0004920974,0.0006338324,0.000500771,0.00021062726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014562806,0.000044337536,0.9980116,0.0000042541974,0.00002073964,0.000024739904,0.000079849284,0.00007715146,0.000053386797,0.0000084039975,0.00003440592,0.0014954975],"study_design_scores_gemma":[0.0000023359692,0.00009573798,0.9995722,0.0000025130817,0.0000054400307,0.000029721581,0.00008075258,0.0001515742,0.000018424354,0.000010480705,0.000028784982,0.0000019420945],"about_ca_topic_score_codex":0.00581416,"about_ca_topic_score_gemma":0.006583831,"teacher_disagreement_score":0.00581416,"about_ca_system_score_codex":0.00053166016,"about_ca_system_score_gemma":0.000377711,"threshold_uncertainty_score":0.011560619},"labels":[],"label_agreement":null},{"id":"W4226433906","doi":"10.1016/j.soard.2022.03.017","title":"Comment on: Nutrition for pregnancy after metabolic and bariatric surgery","year":2022,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Medicine; Pregnancy; Scopus; Micronutrient; MEDLINE; Pediatrics; Obstetrics; Pathology","score_opus":0.017153899173195458,"score_gpt":0.23654255858053752,"score_spread":0.21938865940734206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226433906","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005216208,0.0004497405,0.000034144534,0.98519367,0.012290796,0.000011822552,0.000064160304,0.000011249014,0.0014227488],"genre_scores_gemma":[0.0025671085,0.0005066797,0.000073611096,0.97438747,0.019661574,0.00003697902,0.000030786563,0.0000125072465,0.0027233434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99633825,0.000799321,0.0006022881,0.00051957206,0.0007584082,0.0009821741],"domain_scores_gemma":[0.98594487,0.008101255,0.0013612014,0.00031404005,0.0013098925,0.0029687537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038835246,0.0010548186,0.0017585326,0.001056557,0.0061255847,0.004230619,0.0026854926,0.106516294,0.011782151],"category_scores_gemma":[0.043204736,0.0010399836,0.0018518982,0.0010699487,0.0030880724,0.0033502167,0.0025602267,0.059124563,0.0052613737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011100259,0.000057996116,0.0029789812,0.00008383943,0.000037020935,0.0059436946,0.00033026224,0.00011460847,0.00013924703,0.0027537793,0.98142,0.006029604],"study_design_scores_gemma":[0.0004925375,0.00028091227,0.00807242,0.001774952,0.0002537618,0.008356229,0.0027223239,0.0013038225,0.0005022457,0.014244878,0.9617431,0.0002528332],"about_ca_topic_score_codex":0.01887763,"about_ca_topic_score_gemma":0.024473034,"teacher_disagreement_score":0.106516294,"about_ca_system_score_codex":0.0070455945,"about_ca_system_score_gemma":0.01150367,"threshold_uncertainty_score":0.051119626},"labels":[],"label_agreement":null},{"id":"W4231883214","doi":"10.1016/j.soard.2011.04.021","title":"P-20 Sleeve gastrectomy and type-2 diabetes mellitus: a systematic review","year":2011,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Sleeve gastrectomy; Weight loss; Type 2 Diabetes Mellitus; Surgery; Diabetes mellitus; Type 2 diabetes; General surgery; Gastric bypass; Obesity; Internal medicine; Endocrinology","score_opus":0.02847632353931738,"score_gpt":0.2748742928069071,"score_spread":0.24639796926758972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231883214","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012002195,0.998044,0.00006151995,0.0001149765,0.00008276993,0.00009412037,0.00023828934,0.000005272496,0.00015877276],"genre_scores_gemma":[0.02158709,0.9771857,0.0003657634,0.00040813137,0.00007687879,0.00013026039,0.00012727581,0.000002901754,0.000116093346],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99735653,0.00079914957,0.00096462556,0.0002967866,0.00044623745,0.00013674535],"domain_scores_gemma":[0.99182147,0.0047596553,0.002506806,0.0001084129,0.0006021756,0.00020143703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030963363,0.0014359738,0.008422422,0.0063162767,0.00038986,0.0017886611,0.0012365003,0.0017427274,0.0063571907],"category_scores_gemma":[0.01315647,0.0010984867,0.010748159,0.0077214926,0.0006916167,0.0016105521,0.0015248931,0.0012809115,0.0003297856],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006735474,0.00003806109,0.002931198,0.89978004,0.052714285,0.0002104076,0.000113984104,0.0001320685,0.00018232649,0.00010926686,0.0019642403,0.041150548],"study_design_scores_gemma":[0.0022202118,0.00061569765,0.014960726,0.44692925,0.5143965,0.0009544387,0.00032100067,0.00014451196,0.00020737037,0.00033729099,0.018837096,0.000076040335],"about_ca_topic_score_codex":0.008401346,"about_ca_topic_score_gemma":0.035864573,"teacher_disagreement_score":0.008422422,"about_ca_system_score_codex":0.002131217,"about_ca_system_score_gemma":0.004659192,"threshold_uncertainty_score":0.021266937},"labels":[],"label_agreement":null},{"id":"W4249978931","doi":"10.1016/j.soard.2018.11.007","title":"Authers’ Response","year":2018,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Accreditation; Surgery; Balloon; General surgery; Medical education","score_opus":0.0182930404491994,"score_gpt":0.25083967030267407,"score_spread":0.23254662985347466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249978931","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039854355,0.00047391423,0.00006481474,0.9640292,0.029710168,0.000022139808,0.000091615504,0.000045855373,0.0051638316],"genre_scores_gemma":[0.0025295306,0.00031595348,0.00008424595,0.9631088,0.016908452,0.000045619934,0.000035681234,0.000023573783,0.016948245],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99490154,0.0009166514,0.0004684783,0.0007450127,0.0012773926,0.0016909637],"domain_scores_gemma":[0.9902621,0.003850225,0.0010377268,0.00037565103,0.0020177765,0.0024564734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003500628,0.0009815744,0.0015021581,0.001003294,0.0071150293,0.0068999063,0.002244388,0.09568071,0.025418783],"category_scores_gemma":[0.040162742,0.00082027627,0.0018378813,0.00059892336,0.0031922827,0.0033099598,0.0035596273,0.05145297,0.018481843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021059808,0.000017410144,0.00046018223,0.000026615211,0.000010749417,0.0016444899,0.00014727483,0.000035260437,0.00006137899,0.0013520621,0.99368155,0.0025419944],"study_design_scores_gemma":[0.000065012755,0.000045477722,0.0012023938,0.00046685847,0.000031973414,0.0015067236,0.0011138645,0.00031840426,0.00017545109,0.005924491,0.989075,0.00007430016],"about_ca_topic_score_codex":0.007729158,"about_ca_topic_score_gemma":0.013461182,"teacher_disagreement_score":0.09568071,"about_ca_system_score_codex":0.005707043,"about_ca_system_score_gemma":0.0068314923,"threshold_uncertainty_score":0.08503431},"labels":[],"label_agreement":null},{"id":"W4283027063","doi":"10.1016/j.soard.2022.06.013","title":"Comment on: Laparoscopic sleeve gastrectomy as day-case surgery versus conventional hospitalization: results of the DAYSLEEVE randomized clinical trial","year":2022,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Randomized controlled trial; Sleeve gastrectomy; Surgery; Ambulatory; Adverse effect; Gastrectomy; Clinical trial; General surgery; Weight loss; Obesity; Gastric bypass; Internal medicine; Cancer","score_opus":0.04067405727141743,"score_gpt":0.3109152778977924,"score_spread":0.27024122062637496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283027063","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001976427,0.0016700468,0.00015711988,0.9450775,0.04695872,0.00011261464,0.0014161282,0.00009752688,0.0025339345],"genre_scores_gemma":[0.0054019988,0.0005093025,0.00024100022,0.9627199,0.027657276,0.00018611815,0.00018430487,0.000037182435,0.0030628406],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99597037,0.0017656485,0.0005678313,0.0005919638,0.00069848704,0.00040569482],"domain_scores_gemma":[0.9800677,0.014583465,0.0014893303,0.00047436898,0.0018078623,0.001577317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008724452,0.0013215371,0.0035781516,0.0007730334,0.002371842,0.0028790077,0.0023367305,0.036930174,0.011941087],"category_scores_gemma":[0.04007028,0.0008128076,0.0023760758,0.0011579611,0.0019641444,0.002313827,0.0009062868,0.022955447,0.009719687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031103073,0.000091239985,0.0013066485,0.00031316478,0.00019216804,0.00038744186,0.00007648123,0.00009707446,0.00018949968,0.00097573956,0.9856877,0.007572625],"study_design_scores_gemma":[0.023307063,0.0021709756,0.012617032,0.0027135268,0.0024188987,0.0017836809,0.0009556585,0.0028971347,0.001893639,0.017364826,0.93145454,0.00042297426],"about_ca_topic_score_codex":0.0064948136,"about_ca_topic_score_gemma":0.007760356,"teacher_disagreement_score":0.036930174,"about_ca_system_score_codex":0.0038285516,"about_ca_system_score_gemma":0.0043973816,"threshold_uncertainty_score":0.046139836},"labels":[],"label_agreement":null},{"id":"W4283079096","doi":"10.1016/j.soard.2022.06.014","title":"Comment on: Laparoscopic sleeve gastrectomy with Rossetti fundoplication: long-term (5-year) follow-up","year":2022,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; GERD; Sleeve gastrectomy; Reflux esophagitis; Esophagus; Surgery; Barrett's esophagus; Reflux; Esophagitis; General surgery; Population; Weight loss; Laparoscopy; Obesity; Internal medicine; Disease; Gastric bypass; Adenocarcinoma; Cancer","score_opus":0.01745409803538043,"score_gpt":0.24684197137322353,"score_spread":0.2293878733378431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283079096","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036260271,0.0006269917,0.0000925141,0.96895725,0.024042087,0.000017139748,0.00038674523,0.000030256928,0.0022210265],"genre_scores_gemma":[0.016381696,0.000826677,0.00024594957,0.93478996,0.042800177,0.00005227099,0.00019135348,0.00002488273,0.0046870946],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981804,0.00035610376,0.00034479593,0.0003159858,0.00037170917,0.00043094187],"domain_scores_gemma":[0.99470854,0.0024793695,0.00074885867,0.00019840688,0.00089400687,0.00097093184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020648951,0.00078476395,0.001477129,0.00083262194,0.0025125006,0.0022864323,0.0015452116,0.042925883,0.003964232],"category_scores_gemma":[0.014355088,0.00051179447,0.0015875583,0.0013987994,0.0016142158,0.0024164922,0.00094365375,0.02427854,0.003993435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034186928,0.00009829562,0.010659433,0.00010830784,0.00006995548,0.012647265,0.00027331404,0.00015442833,0.00027916886,0.0016730777,0.965372,0.008322903],"study_design_scores_gemma":[0.00085707125,0.0006202168,0.032125786,0.0013768643,0.00045846528,0.026391115,0.0032562402,0.002999952,0.0010575008,0.011322889,0.9191444,0.00038956612],"about_ca_topic_score_codex":0.010547169,"about_ca_topic_score_gemma":0.011945437,"teacher_disagreement_score":0.042925883,"about_ca_system_score_codex":0.0038077123,"about_ca_system_score_gemma":0.0030665188,"threshold_uncertainty_score":0.027626991},"labels":[],"label_agreement":null},{"id":"W4295922463","doi":"10.1016/j.soard.2022.08.021","title":"Atrial dysrhythmias are independent predictors of serious complications and 30-day mortality after elective bariatric surgery: a retrospective study of 731,981 patients","year":2022,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Logistic regression; Deep vein; Surgery; Body mass index; Perioperative; Sleeve gastrectomy; Pulmonary embolism; Retrospective cohort study; Dyslipidemia; Thrombosis; Gastric bypass; Obesity; Internal medicine; Weight loss","score_opus":0.01106882709729507,"score_gpt":0.23840460305550704,"score_spread":0.22733577595821197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295922463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999215,0.00018683427,0.000061978375,0.000019184685,0.000006698147,0.000004587861,0.000264209,0.000001994537,0.00023959654],"genre_scores_gemma":[0.9993331,0.000107665546,0.00004540384,0.00002332609,0.000013124981,0.0000060722095,0.0003765822,0.0000023877647,0.00009227592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932456,0.00012673248,0.00012137624,0.00018087041,0.00011325427,0.00013314093],"domain_scores_gemma":[0.99799013,0.0004946412,0.0008256173,0.00022094336,0.00014025344,0.00032837247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005315124,0.0003775544,0.0006561289,0.00096181605,0.000713594,0.0009273673,0.00050527474,0.00064893736,0.0015857657],"category_scores_gemma":[0.0019499367,0.0006656478,0.0008023221,0.0017322815,0.0005180489,0.000913472,0.0005646502,0.0007512076,0.00027900416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007208053,0.000020277126,0.9993268,0.000003785064,0.000054480424,0.00011378109,0.000048300823,0.000012212931,0.00007702015,0.000007006712,0.00003212525,0.00023209504],"study_design_scores_gemma":[0.000009087266,0.00007617133,0.9987281,0.0000035176652,0.00004530777,0.00059545814,0.0003277927,0.00008156364,0.000035318353,0.000012227937,0.00007965142,0.0000057518055],"about_ca_topic_score_codex":0.0052120797,"about_ca_topic_score_gemma":0.006960782,"teacher_disagreement_score":0.0052120797,"about_ca_system_score_codex":0.00033447816,"about_ca_system_score_gemma":0.00048279404,"threshold_uncertainty_score":0.01036346},"labels":[],"label_agreement":null},{"id":"W4296007408","doi":"10.1016/j.soard.2022.08.019","title":"Predicting serious complications following bariatric surgery in geriatric patients: development of the GeriBari scoring tool using the MBSAQIP database","year":2022,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Surgery; Sleeve gastrectomy; Cohort; Retrospective cohort study; Complication; Gastric bypass; General surgery; Weight loss; Obesity; Internal medicine","score_opus":0.021445155126922386,"score_gpt":0.24592930979919705,"score_spread":0.22448415467227467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296007408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99211043,0.00040184104,0.0011782955,0.00019125741,0.000034201763,0.00021897865,0.0038397424,0.000032029417,0.0019933141],"genre_scores_gemma":[0.9902777,0.00037473792,0.0038611288,0.000095421514,0.000050725466,0.0002501135,0.00477266,0.000010964148,0.00030644453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911386,0.00019022603,0.00021359292,0.00014095083,0.00023907337,0.0001024193],"domain_scores_gemma":[0.99829954,0.000311235,0.0006972793,0.00011554154,0.0004036915,0.00017279328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018004564,0.0005649043,0.0008609782,0.0024934239,0.00036153957,0.0013001801,0.0007247978,0.00045324315,0.0009474836],"category_scores_gemma":[0.0057601263,0.0002646546,0.0010200294,0.0013525557,0.00015503395,0.00084354694,0.0015564909,0.0007298959,0.00024334002],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011200599,0.000052755673,0.99108595,0.00003139792,0.00013182625,0.000024949168,0.000050095667,0.00017450738,0.000108020016,0.00006251266,0.0005139383,0.00765206],"study_design_scores_gemma":[0.000018261744,0.00006937602,0.9971398,0.000027667395,0.0001001048,0.00010584212,0.00011927007,0.0018268728,0.000103760605,0.00009454071,0.00038464263,0.000009869122],"about_ca_topic_score_codex":0.0061392994,"about_ca_topic_score_gemma":0.008639958,"teacher_disagreement_score":0.0061392994,"about_ca_system_score_codex":0.00045806414,"about_ca_system_score_gemma":0.0007146843,"threshold_uncertainty_score":0.01220715},"labels":[],"label_agreement":null},{"id":"W4297198407","doi":"10.1016/j.soard.2022.08.015","title":"Method of venous thromboembolism prophylaxis is not a predictor of pulmonary embolus following elective bariatric surgery: a retrospective cohort study of 135,409 patients","year":2022,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Odds ratio; Deep vein; Pulmonary embolism; Surgery; Body mass index; Sleeve gastrectomy; Confidence interval; Cohort; Obesity; Internal medicine; Thrombosis; Gastric bypass; Weight loss","score_opus":0.009385475614378263,"score_gpt":0.24619408287853475,"score_spread":0.23680860726415648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297198407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99900466,0.0002572392,0.00008145196,0.00003234835,0.000013471558,0.0000069226903,0.00032232056,0.0000026679652,0.0002790785],"genre_scores_gemma":[0.99929976,0.000104923536,0.00005631083,0.000035370496,0.000017207489,0.0000068318777,0.00029826775,0.0000039787487,0.00017736884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886405,0.00021966697,0.00015868848,0.00035412464,0.00018017912,0.00022329375],"domain_scores_gemma":[0.99724483,0.00056396547,0.001148845,0.0004153102,0.00020966283,0.00041728496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071817316,0.00043945838,0.0007231175,0.0010199094,0.0010879107,0.0013656664,0.00072261115,0.0009452133,0.0024850953],"category_scores_gemma":[0.0027158067,0.0010097452,0.0011878053,0.0019608354,0.0006484678,0.0010666538,0.0006034836,0.0011765816,0.0004529037],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014150616,0.000055662487,0.9991254,0.000004524122,0.00008426711,0.000089851186,0.00005834775,0.000011422774,0.00013369683,0.000010245775,0.000039785227,0.00024526063],"study_design_scores_gemma":[0.000020460957,0.00020069027,0.9985728,0.000005581347,0.000081822924,0.0004894959,0.00031695614,0.00009774745,0.000057041798,0.000016993754,0.00013189533,0.000008486887],"about_ca_topic_score_codex":0.008807769,"about_ca_topic_score_gemma":0.010230427,"teacher_disagreement_score":0.008807769,"about_ca_system_score_codex":0.00049194595,"about_ca_system_score_gemma":0.0007493104,"threshold_uncertainty_score":0.017513037},"labels":[],"label_agreement":null},{"id":"W4297896055","doi":"10.1016/j.soard.2022.09.011","title":"Comment on: Single-anastomosis duodenoileal bypass with sleeve in the United States: a first comparative safety analysis of the Metabolic and Bariatric Surgery Accreditation and Quality Improvement Program database","year":2022,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Accreditation; Surgery; Anastomosis; General surgery; Medical education","score_opus":0.04231154643481246,"score_gpt":0.2850923569595769,"score_spread":0.24278081052476444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297896055","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042299186,0.00047430253,0.00013879583,0.97696817,0.014204874,0.00003478918,0.0007503218,0.00005932192,0.0031395648],"genre_scores_gemma":[0.008720288,0.00035476554,0.00020669129,0.97650653,0.011204331,0.00004770713,0.00014352139,0.000020777858,0.0027955212],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966272,0.00083120755,0.00067454326,0.0005420363,0.0008167709,0.0005081612],"domain_scores_gemma":[0.9874615,0.007498392,0.0014751691,0.00035163766,0.0018833434,0.0013299503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035335217,0.0005680082,0.001133981,0.0009719896,0.0023079638,0.0021752373,0.0014705447,0.02630008,0.0052248426],"category_scores_gemma":[0.021088049,0.0006046837,0.0012047407,0.0014012235,0.0013774493,0.0018375794,0.00083435775,0.015100459,0.0038246363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031335087,0.00011012928,0.008478821,0.00008356082,0.000064544205,0.0015152536,0.00018440704,0.00010121762,0.00021454394,0.0010698827,0.98014385,0.0077205626],"study_design_scores_gemma":[0.0012813725,0.0007844696,0.038055897,0.0013108527,0.0005318432,0.004479398,0.0033269257,0.0026434904,0.001421538,0.007180634,0.9386277,0.00035594174],"about_ca_topic_score_codex":0.015529221,"about_ca_topic_score_gemma":0.022186602,"teacher_disagreement_score":0.02630008,"about_ca_system_score_codex":0.0035978036,"about_ca_system_score_gemma":0.004809132,"threshold_uncertainty_score":0.03087765},"labels":[],"label_agreement":null},{"id":"W4310905558","doi":"10.1016/j.soard.2022.12.002","title":"Comment on: Variation and outcomes of liver-reducing dietary regimens before bariatric surgery: a national retrospective cohort study","year":2022,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Medicine; Retrospective cohort study; Surgery; Cohort; Internal medicine","score_opus":0.01725613412611824,"score_gpt":0.24821848918718514,"score_spread":0.2309623550610669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310905558","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028094489,0.00050169625,0.00011812439,0.9695147,0.024897812,0.000020199952,0.00075222185,0.000044140957,0.0013415491],"genre_scores_gemma":[0.008049835,0.000334862,0.00022208763,0.9692656,0.019887337,0.00006975035,0.00019639148,0.000025921167,0.0019482303],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99410737,0.0016842776,0.0013526306,0.00095954613,0.001143504,0.00075265375],"domain_scores_gemma":[0.9710463,0.01813449,0.0030276915,0.0012033865,0.004254745,0.0023333905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0080308365,0.00074446516,0.0018384403,0.0010843585,0.002990259,0.0027759047,0.0023318036,0.031226551,0.004509078],"category_scores_gemma":[0.051699128,0.00089365215,0.0014124265,0.0020658101,0.0019308664,0.0025639175,0.0014243196,0.024915155,0.0046820203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018194168,0.000053945518,0.014295129,0.00010084079,0.00008433064,0.0008148922,0.00024811577,0.00006808851,0.000119847035,0.00067304977,0.9782761,0.005083643],"study_design_scores_gemma":[0.00090727484,0.00045284646,0.06678798,0.0018402244,0.0006801088,0.004099666,0.004875858,0.002673724,0.0009815643,0.009791703,0.90638477,0.0005243013],"about_ca_topic_score_codex":0.021549968,"about_ca_topic_score_gemma":0.027155304,"teacher_disagreement_score":0.031226551,"about_ca_system_score_codex":0.003681906,"about_ca_system_score_gemma":0.0050739935,"threshold_uncertainty_score":0.042849064},"labels":[],"label_agreement":null},{"id":"W4312054396","doi":"10.1016/j.soard.2022.12.029","title":"Exercise for counteracting weight recurrence after bariatric surgery: a systematic review and meta-analysis of randomized controlled trials","year":2022,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut du Savoir Montfort; Université du Québec en Outaouais","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Randomized controlled trial; Meta-analysis; Surgery; Weight loss; Systematic review; MEDLINE; Obesity; Internal medicine","score_opus":0.07497995485744396,"score_gpt":0.34231845331113114,"score_spread":0.2673384984536872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312054396","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00405996,0.99494237,0.0002666921,0.00008780811,0.00011519846,0.00020296006,0.00018311098,0.00001487218,0.00012704756],"genre_scores_gemma":[0.09578008,0.9004426,0.0019108643,0.00068469817,0.00018966458,0.00041634883,0.00033334855,0.000018286915,0.00022403838],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9959637,0.0016671466,0.0012445443,0.0005234323,0.0004181917,0.00018299016],"domain_scores_gemma":[0.9927481,0.0053835507,0.0012253546,0.00018394059,0.0003233351,0.00013574044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006576712,0.002574338,0.01719943,0.0034268475,0.0005626675,0.0025546097,0.0019427115,0.0024464652,0.0045595965],"category_scores_gemma":[0.016657516,0.0013529706,0.02521883,0.0036403842,0.0007631494,0.001746447,0.0015260914,0.002618794,0.00026246646],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071726833,0.0000995168,0.002028968,0.5250814,0.43526685,0.00009211773,0.00010333259,0.00037769382,0.00027333916,0.00011525362,0.00058156386,0.028807282],"study_design_scores_gemma":[0.004333199,0.0006068979,0.0041159303,0.042050455,0.9462746,0.000096443015,0.000085026935,0.00018856728,0.00012807548,0.00021660127,0.001864193,0.000039998216],"about_ca_topic_score_codex":0.005147131,"about_ca_topic_score_gemma":0.014524594,"teacher_disagreement_score":0.01719943,"about_ca_system_score_codex":0.0015070603,"about_ca_system_score_gemma":0.0022544705,"threshold_uncertainty_score":0.034781396},"labels":[],"label_agreement":null},{"id":"W4312156990","doi":"10.1016/j.soard.2022.12.031","title":"Black-versus-White racial disparities in 30-day outcomes at Metabolic and Bariatric Surgery Accreditation and Quality Improvement Program–accredited centers: a needed quality indicator","year":2022,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Novo Nordisk","keywords":"Medicine; Confidence interval; Odds ratio; Accreditation; Logistic regression; Odds; Internal medicine; Quality management; Metric (unit); Surgery; Confounding; Venous thromboembolism; Gastric bypass; Emergency medicine; Weight loss; Obesity","score_opus":0.028856847575374017,"score_gpt":0.2977442037429076,"score_spread":0.26888735616753356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312156990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9391241,0.0051113437,0.004983813,0.033014156,0.0008239537,0.00018646952,0.007007037,0.00010444442,0.00964459],"genre_scores_gemma":[0.9924199,0.00064605917,0.0022572111,0.002004157,0.00035218374,0.000059617312,0.0019151852,0.000018662919,0.0003270199],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756855,0.0007564197,0.00029105923,0.00030174703,0.00050782063,0.00057434954],"domain_scores_gemma":[0.98737967,0.0018935316,0.0043532024,0.0012148514,0.0028402756,0.0023185492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006513551,0.00033128908,0.0005746446,0.0012982183,0.0011404858,0.0015052052,0.0007353433,0.00078648835,0.0022921884],"category_scores_gemma":[0.015394325,0.00022083617,0.00077408686,0.0021809195,0.00062468846,0.0026065523,0.0018632634,0.001709495,0.00018096717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011582396,0.0001886609,0.97509027,0.0000649796,0.00017280366,0.000008225483,0.00031259263,0.00013207695,0.00011480782,0.0011768374,0.0043755197,0.018247357],"study_design_scores_gemma":[0.00002270099,0.00010483815,0.99444973,0.00012511399,0.00012744384,0.000012457267,0.0010271617,0.00049781933,0.0001506445,0.00089227356,0.0025718636,0.000017935761],"about_ca_topic_score_codex":0.02881615,"about_ca_topic_score_gemma":0.06850923,"teacher_disagreement_score":0.02881615,"about_ca_system_score_codex":0.0012812403,"about_ca_system_score_gemma":0.002889481,"threshold_uncertainty_score":0.057296872},"labels":[],"label_agreement":null},{"id":"W4312193606","doi":"10.1016/j.soard.2022.12.007","title":"Comment on: Independent predictors and timing of portomesenteric vein thrombosis after bariatric surgery","year":2022,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Surgery; Thrombosis; Deep vein","score_opus":0.01604796730070145,"score_gpt":0.2294695288221894,"score_spread":0.21342156152148795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312193606","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031943715,0.0006298498,0.0001528428,0.964719,0.028595647,0.000020247733,0.0003787917,0.00004598237,0.0022632605],"genre_scores_gemma":[0.019607902,0.0007350541,0.00030410293,0.89624655,0.079157636,0.00005641665,0.00021632283,0.00003681128,0.0036391548],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821764,0.00047043597,0.00035263912,0.00029170673,0.00035831777,0.00030925946],"domain_scores_gemma":[0.99049056,0.0055585434,0.0009212451,0.00041209275,0.0013389338,0.0012785721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024394186,0.00075562915,0.0018870537,0.0010289693,0.0021505593,0.0021261747,0.0018304783,0.035256855,0.005006074],"category_scores_gemma":[0.022412095,0.00078101543,0.001202965,0.0012483716,0.0015028836,0.0021351236,0.0008648958,0.026499208,0.0054446766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005218043,0.00013046389,0.021305813,0.0001229669,0.00010581149,0.0067818398,0.00025206542,0.00021324767,0.00033143171,0.0014151009,0.95874846,0.010071124],"study_design_scores_gemma":[0.0016055485,0.0011643502,0.0626305,0.0017297056,0.0008561492,0.021970958,0.003527802,0.007615475,0.0016103843,0.018281385,0.8782555,0.0007522777],"about_ca_topic_score_codex":0.008218675,"about_ca_topic_score_gemma":0.010464582,"teacher_disagreement_score":0.035256855,"about_ca_system_score_codex":0.0026431507,"about_ca_system_score_gemma":0.0029884584,"threshold_uncertainty_score":0.019177496},"labels":[],"label_agreement":null},{"id":"W4313478307","doi":"10.1016/j.soard.2022.12.037","title":"Comment on: Bariatric surgery improves outcomes of hospitalizations for acute heart failure: a contemporary, nationwide analysis","year":2023,"lang":"en","type":"editorial","venue":"Surgery for Obesity and Related Diseases","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"","keywords":"Medicine; Heart failure; Obesity; Dyslipidemia; Ejection fraction; Diabetes mellitus; Internal medicine; Sleep apnea; Cardiology; Type 2 diabetes; Intensive care medicine; Endocrinology","score_opus":0.011434112251098468,"score_gpt":0.26428320384870985,"score_spread":0.2528490915976114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313478307","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018861833,0.0024832897,0.00012358902,0.25398675,0.7409613,0.000050721992,0.000614863,0.000082922874,0.0015080366],"genre_scores_gemma":[0.001207806,0.0018190705,0.00020414476,0.33513057,0.6560475,0.00011073265,0.00018581813,0.00007433324,0.005219979],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908303,0.0017843475,0.0017095235,0.0014207131,0.0035338944,0.00072118634],"domain_scores_gemma":[0.9474618,0.028177448,0.0038303244,0.0019763857,0.014492686,0.004061306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01784996,0.0035768815,0.0060200114,0.0031332,0.0041660583,0.0065110824,0.00588764,0.036810197,0.012308262],"category_scores_gemma":[0.07491376,0.0019423834,0.0042300164,0.0031877672,0.0030590585,0.004538165,0.0017146725,0.039586414,0.011111356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008630001,0.000016740027,0.00019878223,0.00016562927,0.00006813747,0.0000768942,0.000017036757,0.000017965971,0.000026822936,0.0001498958,0.9979646,0.0012111297],"study_design_scores_gemma":[0.0012795625,0.0001897892,0.0071762064,0.0022284014,0.001388448,0.000528973,0.00033281115,0.0009983192,0.0004310909,0.0033237045,0.98193455,0.00018824599],"about_ca_topic_score_codex":0.0106222,"about_ca_topic_score_gemma":0.017529616,"teacher_disagreement_score":0.036810197,"about_ca_system_score_codex":0.0043853647,"about_ca_system_score_gemma":0.00733149,"threshold_uncertainty_score":0.09440076},"labels":[],"label_agreement":null},{"id":"W4320181709","doi":"10.1016/j.soard.2023.02.005","title":"Comment on: The effect of routine division of the greater omentum on small bowel obstruction after Roux-en-Y gastric bypass","year":2023,"lang":"en","type":"editorial","venue":"Surgery for Obesity and Related Diseases","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Roux-en-Y anastomosis; Bowel obstruction; Surgery; Gastric bypass; Anastomosis; Fibrous joint; Internal hernia; Incidence (geometry); General surgery; Mesentery; Gastroenterology; Weight loss; Internal medicine; Obesity","score_opus":0.006902190229355387,"score_gpt":0.2215824789268808,"score_spread":0.2146802886975254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320181709","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000265899,0.0041041565,0.0001307575,0.23157834,0.7608588,0.00004774072,0.00028412533,0.00007867624,0.002651516],"genre_scores_gemma":[0.0014966403,0.00244609,0.00012908656,0.23327513,0.7557265,0.00006066053,0.00009307319,0.00004331254,0.006729562],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963678,0.00061069353,0.00067283906,0.00054845604,0.0013581526,0.0004419268],"domain_scores_gemma":[0.98393667,0.008280809,0.0014496382,0.0005067598,0.0036801854,0.0021458985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061884043,0.0028262187,0.0045267018,0.001859346,0.0030553332,0.0042149676,0.0045256317,0.03844662,0.011896824],"category_scores_gemma":[0.029222067,0.0014684799,0.0033632673,0.0016851416,0.00207995,0.0025020323,0.0010698503,0.03176096,0.010622726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020293226,0.000031576645,0.00017375157,0.00023894601,0.000053389944,0.00042801927,0.000016152213,0.000037561724,0.00006115259,0.0001498858,0.99604404,0.002562629],"study_design_scores_gemma":[0.0012701879,0.00026826366,0.0043202885,0.0010713219,0.0007842004,0.0011716549,0.0001557718,0.00062384916,0.00048659864,0.0012710621,0.9884742,0.00010262381],"about_ca_topic_score_codex":0.0061206543,"about_ca_topic_score_gemma":0.012192616,"teacher_disagreement_score":0.03844662,"about_ca_system_score_codex":0.0044391016,"about_ca_system_score_gemma":0.0035852988,"threshold_uncertainty_score":0.039798796},"labels":[],"label_agreement":null},{"id":"W4320181865","doi":"10.1016/j.soard.2023.02.004","title":"Comment on: Hypoalbuminemia as a risk factor for complications in revisional/conversional bariatric surgery: an MBSAQIP analysis","year":2023,"lang":"en","type":"editorial","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Hypoalbuminemia; Medicine; Surgery; Malnutrition; Risk factor; Internal medicine","score_opus":0.020805429819115522,"score_gpt":0.29107695364157693,"score_spread":0.2702715238224614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320181865","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003050639,0.0030292452,0.0001542844,0.28154334,0.71258974,0.000050101,0.0008070329,0.000067212764,0.001453973],"genre_scores_gemma":[0.0018230455,0.0021868965,0.0001879859,0.33126646,0.6590066,0.00011395388,0.00029278535,0.00007213803,0.0050500706],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99215955,0.0016302648,0.0016414395,0.0010320372,0.0028279254,0.00070871884],"domain_scores_gemma":[0.9448678,0.0295382,0.0033422566,0.0015377935,0.015955374,0.0047585517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015445211,0.0027577784,0.0045492398,0.0033878863,0.0034684022,0.00559059,0.00500322,0.02571541,0.010308412],"category_scores_gemma":[0.077872194,0.0016816373,0.0036955713,0.0033907355,0.0022479359,0.00315822,0.0018351462,0.027603323,0.008995297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007869798,0.000014640614,0.00056278054,0.00016624478,0.00007301907,0.000105986706,0.000017407083,0.000016204136,0.00001674096,0.000103295904,0.99740463,0.0014403993],"study_design_scores_gemma":[0.0015238838,0.00023461405,0.014243293,0.0037687218,0.0023971451,0.0012072446,0.00055089,0.001221838,0.000380136,0.002697322,0.97153115,0.00024369959],"about_ca_topic_score_codex":0.011795571,"about_ca_topic_score_gemma":0.019712446,"teacher_disagreement_score":0.02571541,"about_ca_system_score_codex":0.003853262,"about_ca_system_score_gemma":0.0072003263,"threshold_uncertainty_score":0.0816831},"labels":[],"label_agreement":null},{"id":"W4327569180","doi":"10.1016/j.soard.2023.03.004","title":"The effect of bariatric surgery on opioid consumption in patients with obesity: a registry-based cohort study","year":2023,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Surgery; Obesity; Cohort; Opioid; Cohort study; General surgery; Internal medicine","score_opus":0.008836593627321532,"score_gpt":0.2351598410008491,"score_spread":0.22632324737352758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327569180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984188,0.0002988689,0.00007867012,0.000059361686,0.000013774083,0.000009253561,0.00080500863,0.000004198519,0.00031191675],"genre_scores_gemma":[0.9987631,0.00018438775,0.00008982374,0.000044905082,0.00001555633,0.000012029624,0.0007432425,0.0000047156514,0.00014233537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848515,0.00042520743,0.00019506254,0.00042529622,0.00018816712,0.00028116073],"domain_scores_gemma":[0.99655724,0.00047012581,0.0015880674,0.00057838927,0.0003033647,0.00050273427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001357907,0.00050237,0.0007501656,0.0010475736,0.00086548436,0.0015371828,0.00082371884,0.0009669827,0.0017090768],"category_scores_gemma":[0.0035230455,0.0008772718,0.0020464414,0.002446926,0.00048961554,0.0014221822,0.0010594926,0.0015717361,0.00035528518],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016777395,0.000066772336,0.9989716,0.000006382667,0.00027124883,0.00005428372,0.00003692203,0.000018232604,0.00008759064,0.000017826167,0.000074254815,0.00022713715],"study_design_scores_gemma":[0.00001860874,0.000092316026,0.99908495,0.0000055306746,0.00013613868,0.00016217287,0.00023017825,0.00012907483,0.000024430796,0.000018457766,0.000090627145,0.000007548578],"about_ca_topic_score_codex":0.013642995,"about_ca_topic_score_gemma":0.019236566,"teacher_disagreement_score":0.013642995,"about_ca_system_score_codex":0.00053320365,"about_ca_system_score_gemma":0.00089664286,"threshold_uncertainty_score":0.027127147},"labels":[],"label_agreement":null},{"id":"W4327703907","doi":"10.1016/j.soard.2023.02.022","title":"Understanding the impact of radical changes in diet and the gut microbiota on brain function and structure: rationale and design of the EMBRACE study","year":2023,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; University of Ottawa; McGill University; McGill University Health Centre; Concordia University; Université du Québec à Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; University of British Columbia; Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Royal Ottawa Mental Health Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Weston Family Foundation","keywords":"Gut flora; Medicine; Cognition; Anthropometry; Neuropsychology; Cognitive decline; Body mass index; Magnetic resonance imaging; Gerontology; Surgery; Internal medicine; Dementia; Immunology; Psychiatry","score_opus":0.033444308264819804,"score_gpt":0.26489831302937217,"score_spread":0.23145400476455236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327703907","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.738486,0.026030906,0.19721153,0.015146917,0.0013594477,0.002938169,0.0009708097,0.00022512466,0.01763121],"genre_scores_gemma":[0.8565789,0.016307078,0.10830468,0.0056813387,0.00093993096,0.0034612971,0.00035992017,0.000105349725,0.008261443],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992704,0.00024822747,0.000033497738,0.00023307718,0.00010803286,0.00010676507],"domain_scores_gemma":[0.99910945,0.00032675537,0.00014040498,0.00020116803,0.00007178752,0.00015040934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053637996,0.0010401267,0.0010102782,0.0005363142,0.0007502575,0.0015423673,0.0012479097,0.0014404573,0.003300395],"category_scores_gemma":[0.0029169563,0.0003912331,0.0009048812,0.00029270875,0.00329108,0.002146268,0.0024644004,0.002588165,0.0003172377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01715881,0.004266762,0.027625741,0.002853051,0.0014356389,0.000667955,0.0013271248,0.0034893895,0.52277946,0.1693859,0.002369604,0.24664061],"study_design_scores_gemma":[0.0061012334,0.044462502,0.06610236,0.0009057428,0.0032201703,0.0012962746,0.0024557717,0.013934013,0.3611501,0.41357374,0.08646008,0.00033803124],"about_ca_topic_score_codex":0.0006837346,"about_ca_topic_score_gemma":0.0008235721,"teacher_disagreement_score":0.0053637996,"about_ca_system_score_codex":0.0006950976,"about_ca_system_score_gemma":0.0022515077,"threshold_uncertainty_score":0.028366864},"labels":[],"label_agreement":null},{"id":"W4372402031","doi":"10.1016/j.soard.2023.04.337","title":"Comment on: Pyrrhic victory? Long-term results of biliopancreatic diversion on patients with type 2 diabetes and severe obesity","year":2023,"lang":"en","type":"editorial","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Victory; Biliopancreatic Diversion; Medicine; Obesity; Type 2 diabetes; Surgery; Diabetes mellitus; Battle; Internal medicine; Weight loss; Endocrinology; History; Law; Ancient history; Politics; Political science; Morbid obesity","score_opus":0.008527244828731996,"score_gpt":0.22454658945393735,"score_spread":0.21601934462520536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372402031","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001875428,0.00410306,0.000072486946,0.18973099,0.8038242,0.000038301496,0.00028701616,0.00004861353,0.0017077937],"genre_scores_gemma":[0.001477579,0.0029778555,0.00010000302,0.21172994,0.77838194,0.00007297604,0.00010557007,0.000040895895,0.005113306],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99423605,0.0013579591,0.0011101137,0.000746209,0.0019939768,0.0005557335],"domain_scores_gemma":[0.97532463,0.012944946,0.0019138908,0.00079441175,0.006166242,0.0028559074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012023228,0.0031889917,0.0055123605,0.0020107287,0.003414724,0.005507714,0.005399586,0.032166813,0.010783199],"category_scores_gemma":[0.045713536,0.0014821636,0.0037891404,0.0022727393,0.0024887186,0.0037434567,0.0012488628,0.033782285,0.007670312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019263227,0.000025834057,0.0001935052,0.00030357347,0.000079810474,0.00017700532,0.000017264078,0.000029810768,0.00003484667,0.00019559919,0.9965576,0.0021925897],"study_design_scores_gemma":[0.0016184663,0.00028338097,0.0048890607,0.0024419616,0.0012812931,0.0008622901,0.00026913357,0.0006728241,0.00040409944,0.0021076254,0.98502237,0.00014752916],"about_ca_topic_score_codex":0.0069512404,"about_ca_topic_score_gemma":0.013397046,"teacher_disagreement_score":0.032166813,"about_ca_system_score_codex":0.0047321115,"about_ca_system_score_gemma":0.0057519483,"threshold_uncertainty_score":0.06358564},"labels":[],"label_agreement":null},{"id":"W4379194153","doi":"10.1016/j.soard.2023.05.020","title":"Comment on: When do leaks occur? An analysis of the Metabolic and Bariatric Surgery Accreditation and Quality Improvement Program","year":2023,"lang":"en","type":"editorial","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Accreditation; Medicine; Surgery; Presentation (obstetrics); Quality management; Gastric bypass; General surgery; Obesity; Operations management; Weight loss; Internal medicine; Medical education; Engineering","score_opus":0.02457943360191228,"score_gpt":0.30543400642579593,"score_spread":0.28085457282388365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379194153","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029579978,0.0014978956,0.0001257931,0.41040742,0.5849326,0.00006141872,0.00061969453,0.00006252047,0.0019967533],"genre_scores_gemma":[0.0018309382,0.0019236412,0.0002186504,0.46570128,0.52226055,0.00014111215,0.00030211676,0.00007931272,0.0075423857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98423874,0.0027775469,0.0033264447,0.0015069761,0.006734667,0.0014156587],"domain_scores_gemma":[0.9062415,0.044421554,0.007157411,0.0021296376,0.030777466,0.009272537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020369353,0.0028085408,0.0043241936,0.004784459,0.0052571828,0.008110886,0.0057455297,0.03400097,0.011821039],"category_scores_gemma":[0.1112927,0.0018433207,0.0034456176,0.005242076,0.0031627377,0.0048023383,0.0021281252,0.033740256,0.008918601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003996784,0.000017730363,0.000363737,0.00011181584,0.000029991252,0.00007618294,0.000025230178,0.000014020014,0.000011938822,0.00011951623,0.9979949,0.0011950968],"study_design_scores_gemma":[0.00059354666,0.00016994307,0.009609754,0.002525435,0.0006740084,0.0005374929,0.0010126004,0.0006721982,0.00028011607,0.0015469036,0.9822223,0.00015559793],"about_ca_topic_score_codex":0.018641483,"about_ca_topic_score_gemma":0.034988895,"teacher_disagreement_score":0.03400097,"about_ca_system_score_codex":0.007595629,"about_ca_system_score_gemma":0.014112333,"threshold_uncertainty_score":0.107724726},"labels":[],"label_agreement":null},{"id":"W4380204611","doi":"10.1016/j.soard.2023.05.024","title":"MBSAQIP risk calculator use in bariatric surgery is associated with a reduction in serious complications: a retrospective analysis of 210,710 patients","year":2023,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Calculator; Medicine; Cohort; Surgery; Retrospective cohort study; Odds ratio; Diabetes mellitus; Internal medicine; Computer science","score_opus":0.0148390690080385,"score_gpt":0.24135140739204589,"score_spread":0.2265123383840074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380204611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99862003,0.00045743916,0.000059348575,0.000024685723,0.0000085460115,0.0000054512416,0.0005428566,0.0000030119977,0.0002785603],"genre_scores_gemma":[0.99906725,0.00016909084,0.0000699733,0.000033318895,0.00001423485,0.0000066063617,0.0005368358,0.0000022157512,0.00010044093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99936515,0.00010116467,0.00012528595,0.00017496315,0.000116310744,0.00011714062],"domain_scores_gemma":[0.99815196,0.00038494676,0.0009573045,0.00017071648,0.00011648039,0.00021865625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046788185,0.00026647787,0.0005602148,0.0009982107,0.00046606796,0.0008514565,0.00041835816,0.00049595034,0.0011052066],"category_scores_gemma":[0.0019184374,0.000569111,0.0012176249,0.002068649,0.00030764742,0.0005469919,0.00047487576,0.00078906445,0.0001674695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010482172,0.000015778227,0.9993198,0.0000066489756,0.00010855728,0.000040176812,0.00001691772,0.00001322651,0.000049728744,0.0000071154,0.000036289868,0.0002808577],"study_design_scores_gemma":[0.000008636016,0.000058169913,0.99936765,0.000004453668,0.00007850523,0.00017891589,0.00009449836,0.00008959998,0.00003168678,0.00000949345,0.00007447208,0.000004019481],"about_ca_topic_score_codex":0.0071583204,"about_ca_topic_score_gemma":0.007961253,"teacher_disagreement_score":0.0071583204,"about_ca_system_score_codex":0.00036359456,"about_ca_system_score_gemma":0.00056305673,"threshold_uncertainty_score":0.014233291},"labels":[],"label_agreement":null},{"id":"W4383955489","doi":"10.1016/j.soard.2023.06.009","title":"Comment on: Attitudes of primary care physicians towards bariatric surgery: a free word association networks analysis","year":2023,"lang":"en","type":"editorial","venue":"Surgery for Obesity and Related Diseases","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Word Association; Referral; Primary care; Association (psychology); Obesity; Mental health; Family medicine; Psychiatry; Internal medicine; Psychology; Psychotherapist","score_opus":0.027816925250805848,"score_gpt":0.348364776288554,"score_spread":0.32054785103774813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383955489","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003215643,0.0012543994,0.00014157446,0.4493647,0.54613805,0.000054364933,0.0010213768,0.000060944687,0.0016429749],"genre_scores_gemma":[0.0023124497,0.0012970313,0.00024422916,0.49666038,0.48804328,0.00020682765,0.0003962673,0.00011808281,0.010721457],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9866457,0.0029116692,0.0021768839,0.0017199767,0.0054198145,0.0011259939],"domain_scores_gemma":[0.90897435,0.054919317,0.005338928,0.0024313384,0.021261968,0.007074171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023222718,0.002644105,0.0042410996,0.0049110227,0.0064014792,0.008013188,0.0058975536,0.041727047,0.015988616],"category_scores_gemma":[0.119866066,0.0017925747,0.0035380141,0.0052641444,0.0038887763,0.0042671137,0.0025790022,0.03278643,0.013700183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030192557,0.000009376653,0.0002269226,0.000073471434,0.0000273002,0.00007885711,0.000040415747,0.000009773171,0.000010080616,0.00009957004,0.99876106,0.00063300895],"study_design_scores_gemma":[0.0004969866,0.00009905609,0.0068090516,0.0020415606,0.0007153929,0.00047075315,0.0010405108,0.0007802634,0.00025500686,0.0022521918,0.9849017,0.00013753612],"about_ca_topic_score_codex":0.01877764,"about_ca_topic_score_gemma":0.033625945,"teacher_disagreement_score":0.041727047,"about_ca_system_score_codex":0.005690551,"about_ca_system_score_gemma":0.008118663,"threshold_uncertainty_score":0.12281489},"labels":[],"label_agreement":null},{"id":"W4384471208","doi":"10.1016/j.soard.2023.07.002","title":"Financial toxicity risk among patients with gastric banding complications in the United States: analysis of the National Inpatient Sample","year":2023,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Interquartile range; Medicaid; Intensive care unit; Emergency medicine; Finance; Pediatrics; Surgery; Health care; Intensive care medicine; Business","score_opus":0.021515194274218028,"score_gpt":0.2171284543055614,"score_spread":0.19561326003134338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384471208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984357,0.00016838535,0.00003767174,0.00006237487,0.0000035280932,0.0000057001416,0.0010741791,0.0000020752084,0.00021044498],"genre_scores_gemma":[0.99767965,0.00017594367,0.000030437892,0.000038985865,0.00000978902,0.0000060983984,0.001964657,0.0000017207294,0.00009281099],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992478,0.00021905376,0.00014349479,0.00011091147,0.00012507771,0.00015364324],"domain_scores_gemma":[0.9962682,0.00071050465,0.0019473353,0.0002330565,0.00028273085,0.0005580683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000858838,0.000305839,0.0006054496,0.0012198491,0.00038046789,0.0010194014,0.00051407336,0.0005380423,0.0014575738],"category_scores_gemma":[0.004139596,0.0003628145,0.0012190413,0.0022281935,0.00032332612,0.0007117494,0.0010140791,0.0008539907,0.00017503083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009823426,0.000038471473,0.99901605,0.0000040407117,0.00008684651,0.00003260352,0.00001707759,0.00010875886,0.0000175625,0.000015935759,0.00013221172,0.00043215763],"study_design_scores_gemma":[0.000005357046,0.000043414697,0.9991436,0.0000035416863,0.000031923155,0.0000937432,0.00016989259,0.0004151964,0.000013562539,0.000020259647,0.00005578296,0.000003820685],"about_ca_topic_score_codex":0.023167744,"about_ca_topic_score_gemma":0.020902846,"teacher_disagreement_score":0.023167744,"about_ca_system_score_codex":0.00084220804,"about_ca_system_score_gemma":0.00065973186,"threshold_uncertainty_score":0.046065748},"labels":[],"label_agreement":null},{"id":"W4386277119","doi":"10.1016/s1550-7289(23)00644-5","title":"Editorial Board","year":2023,"lang":"en","type":"paratext","venue":"Surgery for Obesity and Related Diseases","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of California, Irvine; Universität Wien; Korea University; Imperial College London; University of Nebraska Omaha; School of Medicine, University of South Carolina; University of South Carolina; Universidad Complutense de Madrid; Johns Hopkins University; York University; Cleveland Clinic; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Hebrew University of Jerusalem; Yale University; Vanderbilt University; University of Pennsylvania; Harvard University; Brown University","keywords":"Medicine; Surgery; Editorial board; Library science; Computer science","score_opus":0.026911332746135226,"score_gpt":0.21340655653014787,"score_spread":0.18649522378401265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386277119","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001382911,0.0042544142,0.00036070004,0.05608008,0.8410481,0.00009462606,0.00062248955,0.00028772082,0.09711359],"genre_scores_gemma":[0.0018594682,0.0033622743,0.00042234207,0.040378258,0.35672012,0.00015393767,0.0007033944,0.00040314405,0.59599704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687153,0.0004572917,0.00022371372,0.00038364646,0.0017220294,0.00034169925],"domain_scores_gemma":[0.98665094,0.0020475711,0.00077948027,0.0007090058,0.0070802164,0.0027327714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034336988,0.001212183,0.001149577,0.0021968714,0.0022216812,0.008012551,0.0015129831,0.005381167,0.27228132],"category_scores_gemma":[0.022287516,0.00045560245,0.0008281293,0.0010006961,0.000825504,0.002634795,0.001734265,0.00534538,0.2095644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008523604,0.0000029255607,0.000011562147,0.000029513689,9.852467e-7,0.000012717804,0.0000028160962,0.000005723476,0.000015174578,0.00025356363,0.9945998,0.0050565633],"study_design_scores_gemma":[0.000010257063,0.000004270409,0.000083478015,0.00007930509,0.0000027020862,0.000024275516,0.000011519949,0.000024933091,0.000028410957,0.00050629926,0.9992213,0.0000031941274],"about_ca_topic_score_codex":0.0017166123,"about_ca_topic_score_gemma":0.0047845314,"teacher_disagreement_score":0.7277187,"about_ca_system_score_codex":0.0023977547,"about_ca_system_score_gemma":0.0032998794,"threshold_uncertainty_score":0.91087174},"labels":[],"label_agreement":null},{"id":"W4386796903","doi":"10.1016/s1550-7289(23)00675-5","title":"Editorial Board","year":2023,"lang":"en","type":"paratext","venue":"Surgery for Obesity and Related Diseases","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of California, Irvine; Universität Wien; Korea University; Imperial College London; University of Nebraska Omaha; School of Medicine, University of South Carolina; University of South Carolina; Universidad Complutense de Madrid; Johns Hopkins University; York University; Cleveland Clinic; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Hebrew University of Jerusalem; Yale University; Vanderbilt University; University of Pennsylvania; Harvard University; Brown University","keywords":"Medicine; Surgery","score_opus":0.026911332746135226,"score_gpt":0.21340655653014787,"score_spread":0.18649522378401265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386796903","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001382911,0.0042544142,0.00036070004,0.05608008,0.8410481,0.00009462606,0.00062248955,0.00028772082,0.09711359],"genre_scores_gemma":[0.0018594682,0.0033622743,0.00042234207,0.040378258,0.35672012,0.00015393767,0.0007033944,0.00040314405,0.59599704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687153,0.0004572917,0.00022371372,0.00038364646,0.0017220294,0.00034169925],"domain_scores_gemma":[0.98665094,0.0020475711,0.00077948027,0.0007090058,0.0070802164,0.0027327714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034336988,0.001212183,0.001149577,0.0021968714,0.0022216812,0.008012551,0.0015129831,0.005381167,0.27228132],"category_scores_gemma":[0.022287516,0.00045560245,0.0008281293,0.0010006961,0.000825504,0.002634795,0.001734265,0.00534538,0.2095644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008523604,0.0000029255607,0.000011562147,0.000029513689,9.852467e-7,0.000012717804,0.0000028160962,0.000005723476,0.000015174578,0.00025356363,0.9945998,0.0050565633],"study_design_scores_gemma":[0.000010257063,0.000004270409,0.000083478015,0.00007930509,0.0000027020862,0.000024275516,0.000011519949,0.000024933091,0.000028410957,0.00050629926,0.9992213,0.0000031941274],"about_ca_topic_score_codex":0.0017166123,"about_ca_topic_score_gemma":0.0047845314,"teacher_disagreement_score":0.7277187,"about_ca_system_score_codex":0.0023977547,"about_ca_system_score_gemma":0.0032998794,"threshold_uncertainty_score":0.91087174},"labels":[],"label_agreement":null},{"id":"W4387833936","doi":"10.1016/s1550-7289(23)00739-6","title":"Editorial Board","year":2023,"lang":"en","type":"paratext","venue":"Surgery for Obesity and Related Diseases","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of California, Irvine; Universität Wien; Korea University; York University; Allegheny Health Network; University of Nebraska Omaha; School of Medicine, University of South Carolina; University of South Carolina; Imperial College London; University of Oklahoma; Universidad Complutense de Madrid; Johns Hopkins University; Cleveland Clinic; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Hebrew University of Jerusalem; Yale University; Vanderbilt University; University of Pennsylvania; Brown University; Harvard University; University of South Florida","keywords":"Medicine; Surgery","score_opus":0.026911332746135226,"score_gpt":0.21340655653014787,"score_spread":0.18649522378401265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387833936","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001382911,0.0042544142,0.00036070004,0.05608008,0.8410481,0.00009462606,0.00062248955,0.00028772082,0.09711359],"genre_scores_gemma":[0.0018594682,0.0033622743,0.00042234207,0.040378258,0.35672012,0.00015393767,0.0007033944,0.00040314405,0.59599704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687153,0.0004572917,0.00022371372,0.00038364646,0.0017220294,0.00034169925],"domain_scores_gemma":[0.98665094,0.0020475711,0.00077948027,0.0007090058,0.0070802164,0.0027327714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034336988,0.001212183,0.001149577,0.0021968714,0.0022216812,0.008012551,0.0015129831,0.005381167,0.27228132],"category_scores_gemma":[0.022287516,0.00045560245,0.0008281293,0.0010006961,0.000825504,0.002634795,0.001734265,0.00534538,0.2095644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008523604,0.0000029255607,0.000011562147,0.000029513689,9.852467e-7,0.000012717804,0.0000028160962,0.000005723476,0.000015174578,0.00025356363,0.9945998,0.0050565633],"study_design_scores_gemma":[0.000010257063,0.000004270409,0.000083478015,0.00007930509,0.0000027020862,0.000024275516,0.000011519949,0.000024933091,0.000028410957,0.00050629926,0.9992213,0.0000031941274],"about_ca_topic_score_codex":0.0017166123,"about_ca_topic_score_gemma":0.0047845314,"teacher_disagreement_score":0.7277187,"about_ca_system_score_codex":0.0023977547,"about_ca_system_score_gemma":0.0032998794,"threshold_uncertainty_score":0.91087174},"labels":[],"label_agreement":null},{"id":"W4388561494","doi":"10.1016/j.soard.2023.10.018","title":"Side-to-side magnetic duodeno-ileostomy in adults with severe obesity with or without type 2 diabetes: early outcomes with prior or concurrent sleeve gastrectomy","year":2023,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum","funders":"","keywords":"Medicine; Anastomosis; Sleeve gastrectomy; Weight loss; Surgery; Duodenal switch; Body mass index; Ileostomy; Obesity; Internal medicine; Gastric bypass","score_opus":0.012370930144099065,"score_gpt":0.24251296977714334,"score_spread":0.23014203963304428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388561494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99930346,0.00033881425,0.000048224992,0.00002846727,0.0000058127825,0.0000062131376,0.00004421611,0.0000011685256,0.00022354287],"genre_scores_gemma":[0.9995303,0.00016937505,0.00007390209,0.000025923204,0.000021549151,0.000005282272,0.00011359694,6.898912e-7,0.000059346276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99976796,0.000048546677,0.00003109056,0.00005538255,0.000044196902,0.00005275686],"domain_scores_gemma":[0.99883527,0.00013602305,0.00065347186,0.000045535995,0.000047498103,0.00028219807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042602365,0.00022352673,0.00033826972,0.00034747712,0.0003548532,0.00050194975,0.00016325955,0.00032089918,0.0012713422],"category_scores_gemma":[0.0011059917,0.0001713033,0.00040186432,0.00038408075,0.00025364463,0.00039605645,0.0005129999,0.00051779934,0.00012754179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003494611,0.0000622713,0.99710566,0.000016035934,0.00002525987,0.0003967492,0.000020647536,0.000015746917,0.00015766369,0.0000073548763,0.000046656398,0.0017964484],"study_design_scores_gemma":[0.000027856107,0.0008050308,0.9944028,0.000017626795,0.000040666295,0.0039947936,0.00024118135,0.00018285641,0.000092136455,0.000020382395,0.0001703358,0.0000043206123],"about_ca_topic_score_codex":0.00044674848,"about_ca_topic_score_gemma":0.0012761301,"teacher_disagreement_score":0.0012713422,"about_ca_system_score_codex":0.00017477099,"about_ca_system_score_gemma":0.00027433407,"threshold_uncertainty_score":0.00425303},"labels":[],"label_agreement":null},{"id":"W4389001218","doi":"10.1016/j.soard.2023.11.006","title":"Preoperative predictors of type 2 diabetes remission after bilio-pancreatic diversion with duodenal switch","year":2023,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Fonds de Recherche du Québec - Santé; Mitacs; Novo Nordisk UK Research Foundation","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Retrospective cohort study; Receiver operating characteristic; Surgery; Internal medicine; Endocrinology","score_opus":0.008536469563934663,"score_gpt":0.21924306335752103,"score_spread":0.21070659379358636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389001218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985782,0.00043686072,0.00005962344,0.00013207403,0.000044780805,0.000003878611,0.00010665866,0.000003105935,0.0006348973],"genre_scores_gemma":[0.99927336,0.00017045545,0.00004288138,0.000037919304,0.00004871759,0.0000036132767,0.00026997726,0.0000017474564,0.00015141202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997327,0.00003824033,0.000038800838,0.00004101118,0.00003878371,0.00011052782],"domain_scores_gemma":[0.99769634,0.0007149281,0.0006838137,0.00008069794,0.000098098506,0.000726089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028388528,0.00020712869,0.0004266593,0.00031581815,0.0003528415,0.0008898752,0.00025506064,0.00063299475,0.0022949195],"category_scores_gemma":[0.002462536,0.00013984354,0.0007314744,0.0005808339,0.00028599717,0.00053940585,0.00037532192,0.0014721929,0.00017986278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002076461,0.00020218313,0.9932902,0.000020046637,0.00009133624,0.00025024422,0.00003734551,0.00009374105,0.00036549062,0.000034323977,0.00012248826,0.0034162668],"study_design_scores_gemma":[0.000037302263,0.00054445374,0.99778277,0.000019287341,0.00011104646,0.00046500008,0.0002323687,0.00032950463,0.00017458669,0.00007696777,0.00021740039,0.000009297913],"about_ca_topic_score_codex":0.0011706973,"about_ca_topic_score_gemma":0.0018038352,"teacher_disagreement_score":0.0022949195,"about_ca_system_score_codex":0.00030774777,"about_ca_system_score_gemma":0.00059766223,"threshold_uncertainty_score":0.0076773167},"labels":[],"label_agreement":null},{"id":"W4389066817","doi":"10.1016/s1550-7289(23)00785-2","title":"Editorial Board","year":2023,"lang":"en","type":"paratext","venue":"Surgery for Obesity and Related Diseases","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of California, Irvine; Universität Wien; Korea University; York University; Allegheny Health Network; University of Nebraska Omaha; School of Medicine, University of South Carolina; University of South Carolina; Imperial College London; University of Oklahoma; Universidad Complutense de Madrid; Johns Hopkins University; Cleveland Clinic; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Hebrew University of Jerusalem; Yale University; Vanderbilt University; University of Pennsylvania; Brown University; Harvard University; University of South Florida","keywords":"Medicine; Surgery","score_opus":0.026911332746135226,"score_gpt":0.21340655653014787,"score_spread":0.18649522378401265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389066817","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001382911,0.0042544142,0.00036070004,0.05608008,0.8410481,0.00009462606,0.00062248955,0.00028772082,0.09711359],"genre_scores_gemma":[0.0018594682,0.0033622743,0.00042234207,0.040378258,0.35672012,0.00015393767,0.0007033944,0.00040314405,0.59599704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687153,0.0004572917,0.00022371372,0.00038364646,0.0017220294,0.00034169925],"domain_scores_gemma":[0.98665094,0.0020475711,0.00077948027,0.0007090058,0.0070802164,0.0027327714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034336988,0.001212183,0.001149577,0.0021968714,0.0022216812,0.008012551,0.0015129831,0.005381167,0.27228132],"category_scores_gemma":[0.022287516,0.00045560245,0.0008281293,0.0010006961,0.000825504,0.002634795,0.001734265,0.00534538,0.2095644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008523604,0.0000029255607,0.000011562147,0.000029513689,9.852467e-7,0.000012717804,0.0000028160962,0.000005723476,0.000015174578,0.00025356363,0.9945998,0.0050565633],"study_design_scores_gemma":[0.000010257063,0.000004270409,0.000083478015,0.00007930509,0.0000027020862,0.000024275516,0.000011519949,0.000024933091,0.000028410957,0.00050629926,0.9992213,0.0000031941274],"about_ca_topic_score_codex":0.0017166123,"about_ca_topic_score_gemma":0.0047845314,"teacher_disagreement_score":0.7277187,"about_ca_system_score_codex":0.0023977547,"about_ca_system_score_gemma":0.0032998794,"threshold_uncertainty_score":0.91087174},"labels":[],"label_agreement":null},{"id":"W4389506812","doi":"10.1016/j.soard.2023.12.003","title":"Comment on: Is simultaneous bariatric surgery and ventral hernia repair a safe and effective approach?","year":2023,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum","funders":"","keywords":"Medicine; Surgery; Ventral hernia; Surgical site infection; Hernia; Retrospective cohort study; Surgical mesh; Hernia repair","score_opus":0.013883608928578367,"score_gpt":0.23265979285522478,"score_spread":0.2187761839266464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389506812","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046068453,0.00030232317,0.00005365894,0.9869571,0.010613357,0.000010603431,0.000047131598,0.0000144420665,0.001540623],"genre_scores_gemma":[0.0024554187,0.00032446304,0.00011446925,0.9742381,0.020023793,0.000026790905,0.000024813906,0.000012572413,0.0027796512],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958967,0.0007084122,0.0006400798,0.0005692727,0.001107525,0.0010779763],"domain_scores_gemma":[0.9872635,0.0057901745,0.0013024453,0.00031965377,0.0022699034,0.0030542777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003698494,0.00075174536,0.0017236926,0.00088176073,0.0056374697,0.0040857894,0.0022775962,0.085911155,0.010685997],"category_scores_gemma":[0.03452339,0.00095234555,0.0015580195,0.0011168922,0.0032885082,0.004504577,0.0024154545,0.057516824,0.007867973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008651229,0.000056513552,0.002363252,0.000063578984,0.000028860333,0.0030063884,0.00020101498,0.00010287432,0.00015755277,0.0026099908,0.98527664,0.006046724],"study_design_scores_gemma":[0.00031421063,0.00022911995,0.006543324,0.0008024889,0.00012311661,0.005313038,0.0018962196,0.0011489133,0.00042178476,0.013743298,0.9692146,0.00024975816],"about_ca_topic_score_codex":0.014726026,"about_ca_topic_score_gemma":0.025231492,"teacher_disagreement_score":0.085911155,"about_ca_system_score_codex":0.005554398,"about_ca_system_score_gemma":0.010842417,"threshold_uncertainty_score":0.04030013},"labels":[],"label_agreement":null},{"id":"W4390640272","doi":"10.1016/j.soard.2023.12.018","title":"Safety of limb lengthening after Roux-en-Y gastric bypass: an analysis of the MBSAQIP database","year":2024,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Alberta","funders":"","keywords":"Medicine; Gastric bypass; Surgery; Roux-en-Y anastomosis; Database; Internal medicine; Computer science","score_opus":0.010691597347587583,"score_gpt":0.2481833924923989,"score_spread":0.2374917951448113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390640272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97473055,0.00311352,0.00028418135,0.00028814143,0.000037462945,0.00005165549,0.020050703,0.000014715834,0.0014291138],"genre_scores_gemma":[0.9755819,0.0013595723,0.00032127654,0.00025415627,0.00008126995,0.00009637892,0.022020167,0.000021178485,0.00026409526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965528,0.00062867586,0.0007873624,0.0008509862,0.000820362,0.0003597417],"domain_scores_gemma":[0.9878227,0.0030267723,0.0065028286,0.00093923137,0.0010752147,0.0006332038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019283777,0.00034986946,0.0010235143,0.002243171,0.00034878645,0.0012119019,0.0010095498,0.00073526235,0.002018621],"category_scores_gemma":[0.009822934,0.00034290485,0.0018514239,0.0039090635,0.00039990214,0.0011448173,0.0012650219,0.0011514435,0.00041776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089432,0.00004534889,0.99149394,0.00025930247,0.000985579,0.00009585466,0.0000882042,0.00014883545,0.00009819201,0.00011547293,0.0015631692,0.0042117853],"study_design_scores_gemma":[0.00008155984,0.00014290288,0.99670345,0.00012411368,0.0005238855,0.000293587,0.00035018052,0.0005082898,0.000083363324,0.00009397073,0.0010743239,0.000020446645],"about_ca_topic_score_codex":0.007462377,"about_ca_topic_score_gemma":0.010327047,"teacher_disagreement_score":0.007462377,"about_ca_system_score_codex":0.0009324609,"about_ca_system_score_gemma":0.0013562837,"threshold_uncertainty_score":0.014837921},"labels":[],"label_agreement":null},{"id":"W4390674814","doi":"10.1016/j.soard.2023.12.017","title":"Equity in bariatric surgery use: a cohort study","year":2024,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; Intuitive Surgical; International Business Machines Corporation","keywords":"Medicine; Surgery; Cohort; Equity (law); General surgery; Internal medicine","score_opus":0.030659124562075785,"score_gpt":0.30160333491524777,"score_spread":0.27094421035317195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390674814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998733,0.00017420201,0.000091161586,0.000114948176,0.00001219447,0.000011265271,0.000541356,0.0000021924138,0.0003196542],"genre_scores_gemma":[0.9993337,0.00007523019,0.000041122654,0.00004331315,0.000011591691,0.0000073223714,0.00031023537,0.0000022595727,0.0001751842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814427,0.00052055286,0.00015756322,0.00041938317,0.00017180062,0.0005863901],"domain_scores_gemma":[0.99559,0.0007683595,0.0015838743,0.0006895489,0.00041738822,0.000950937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020272387,0.00041719485,0.00051493477,0.0012304168,0.0012629427,0.0017422149,0.0010751244,0.0011036479,0.0027470551],"category_scores_gemma":[0.0050896914,0.00075712084,0.001541683,0.002340953,0.0007319451,0.0018088769,0.002068915,0.0016632378,0.00031330145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008451219,0.00009334168,0.99898463,0.0000034477864,0.00013435089,0.00005128887,0.00014391358,0.000016030555,0.000041554045,0.000048291284,0.00009522581,0.00030340522],"study_design_scores_gemma":[0.000014119411,0.00008621617,0.9985393,0.000007829813,0.00007736095,0.00011720444,0.00076386967,0.00016755731,0.000019457304,0.000055183864,0.00014219455,0.000009613627],"about_ca_topic_score_codex":0.06238366,"about_ca_topic_score_gemma":0.06307624,"teacher_disagreement_score":0.06238366,"about_ca_system_score_codex":0.0010114801,"about_ca_system_score_gemma":0.0012815228,"threshold_uncertainty_score":0.12404108},"labels":[],"label_agreement":null},{"id":"W4391002448","doi":"10.1016/s1550-7289(24)00003-0","title":"Editorial Board","year":2024,"lang":"en","type":"paratext","venue":"Surgery for Obesity and Related Diseases","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of California, Irvine; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Emory University; Universität Wien; Korea University; Allegheny Health Network; Universidade do Minho; University of Nebraska Omaha; University of South Florida; University of South Carolina; School of Medicine, University of South Carolina; Universidad Complutense de Madrid; Johns Hopkins University; Brown University; Harvard University; McGill University; Texas Tech University; Cleveland Clinic; Hebrew University of Jerusalem; Northeast Ohio Medical University; Yale University; Vanderbilt University; University of Pennsylvania; Imperial College London; University of Oklahoma; York University; University of Miami","keywords":"Medicine; Surgery","score_opus":0.020156269498741882,"score_gpt":0.20900888038875395,"score_spread":0.18885261089001207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391002448","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014239023,0.004236731,0.0003682426,0.057490315,0.8389113,0.000095585434,0.00065403443,0.0003048649,0.09779647],"genre_scores_gemma":[0.0018511551,0.0033286458,0.00042391368,0.041139625,0.36189997,0.00015795015,0.00074149016,0.00042059546,0.59003663],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968502,0.00046156757,0.00022448726,0.00038516638,0.0017363211,0.0003423639],"domain_scores_gemma":[0.9860277,0.00217837,0.00081060047,0.0007304862,0.0074025416,0.0028503533],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034781992,0.001219866,0.0011367173,0.0023021793,0.002175347,0.0077595706,0.0015089328,0.005175476,0.28493157],"category_scores_gemma":[0.023157256,0.00046262518,0.0008196918,0.0010034986,0.0008061769,0.0026291895,0.0017269597,0.0051733134,0.21621461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008225232,0.0000028938198,0.000011567323,0.000029246981,9.814527e-7,0.00001238779,0.0000027953492,0.000005305607,0.000015293159,0.00023584998,0.99452037,0.0051549315],"study_design_scores_gemma":[0.0000101965115,0.0000042754195,0.00008110864,0.00007755481,0.0000027965978,0.00002377081,0.000011535038,0.000023489612,0.000028593606,0.00047649513,0.999257,0.0000031171865],"about_ca_topic_score_codex":0.0016240499,"about_ca_topic_score_gemma":0.004514633,"teacher_disagreement_score":0.71506846,"about_ca_system_score_codex":0.0023355314,"about_ca_system_score_gemma":0.00329759,"threshold_uncertainty_score":0.95319104},"labels":[],"label_agreement":null},{"id":"W4392247234","doi":"10.1016/j.soard.2024.02.005","title":"Does routine upper gastrointestinal swallow study after metabolic and bariatric surgery lead to earlier diagnosis of leak?","year":2024,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Surgery; Leak; Lead (geology); Sleeve gastrectomy; General surgery; Gastric bypass; Weight loss; Obesity; Internal medicine","score_opus":0.011065082039028668,"score_gpt":0.24513157763222554,"score_spread":0.23406649559319687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392247234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739188,0.012437349,0.00046635437,0.007396979,0.0010493168,0.000027186401,0.00039136974,0.00004254305,0.0042700013],"genre_scores_gemma":[0.99329525,0.0030494984,0.0006221724,0.0013591341,0.0010268523,0.000010272831,0.0003321556,0.000012621852,0.00029205595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842274,0.00030536405,0.00033317716,0.0002513246,0.00034299656,0.00034442605],"domain_scores_gemma":[0.98949265,0.00422354,0.0033577003,0.00044797777,0.0012017707,0.0012763354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017439655,0.00067102164,0.0017117758,0.0014778487,0.00058099255,0.0017192445,0.00080149795,0.0036541233,0.003760689],"category_scores_gemma":[0.025409175,0.00046852723,0.0018127227,0.0016414218,0.0006721667,0.0032616358,0.00052632455,0.0029234346,0.00072380796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007234497,0.00018194228,0.98969394,0.00010390801,0.00014229602,0.0012969477,0.00007814881,0.00003804182,0.00023589088,0.000055469896,0.00051020115,0.006939963],"study_design_scores_gemma":[0.000092542265,0.00080946943,0.9867802,0.00042973974,0.00048710502,0.007467355,0.0011389463,0.000741874,0.0004413875,0.00039382087,0.0011723998,0.00004511763],"about_ca_topic_score_codex":0.0032310975,"about_ca_topic_score_gemma":0.004016158,"teacher_disagreement_score":0.003760689,"about_ca_system_score_codex":0.0004304986,"about_ca_system_score_gemma":0.00093785324,"threshold_uncertainty_score":0.012580752},"labels":[],"label_agreement":null},{"id":"W4392900448","doi":"10.1016/s1550-7289(24)00102-3","title":"Editorial Board","year":2024,"lang":"en","type":"paratext","venue":"Surgery for Obesity and Related Diseases","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of California, Irvine; Universität Wien; Korea University; Imperial College London; University of Nebraska Omaha; School of Medicine, University of South Carolina; University of South Carolina; Universidad Complutense de Madrid; Johns Hopkins University; York University; Cleveland Clinic; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Hebrew University of Jerusalem; Yale University; Vanderbilt University; University of Pennsylvania; Harvard University; Brown University","keywords":"Medicine; Surgery; General surgery","score_opus":0.020156269498741882,"score_gpt":0.20900888038875395,"score_spread":0.18885261089001207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392900448","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014239023,0.004236731,0.0003682426,0.057490315,0.8389113,0.000095585434,0.00065403443,0.0003048649,0.09779647],"genre_scores_gemma":[0.0018511551,0.0033286458,0.00042391368,0.041139625,0.36189997,0.00015795015,0.00074149016,0.00042059546,0.59003663],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968502,0.00046156757,0.00022448726,0.00038516638,0.0017363211,0.0003423639],"domain_scores_gemma":[0.9860277,0.00217837,0.00081060047,0.0007304862,0.0074025416,0.0028503533],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034781992,0.001219866,0.0011367173,0.0023021793,0.002175347,0.0077595706,0.0015089328,0.005175476,0.28493157],"category_scores_gemma":[0.023157256,0.00046262518,0.0008196918,0.0010034986,0.0008061769,0.0026291895,0.0017269597,0.0051733134,0.21621461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008225232,0.0000028938198,0.000011567323,0.000029246981,9.814527e-7,0.00001238779,0.0000027953492,0.000005305607,0.000015293159,0.00023584998,0.99452037,0.0051549315],"study_design_scores_gemma":[0.0000101965115,0.0000042754195,0.00008110864,0.00007755481,0.0000027965978,0.00002377081,0.000011535038,0.000023489612,0.000028593606,0.00047649513,0.999257,0.0000031171865],"about_ca_topic_score_codex":0.0016240499,"about_ca_topic_score_gemma":0.004514633,"teacher_disagreement_score":0.71506846,"about_ca_system_score_codex":0.0023355314,"about_ca_system_score_gemma":0.00329759,"threshold_uncertainty_score":0.95319104},"labels":[],"label_agreement":null},{"id":"W4393128858","doi":"10.1016/j.soard.2024.03.011","title":"Harnessing artificial intelligence in bariatric surgery: comparative analysis of ChatGPT-4, Bing, and Bard in generating clinician-level bariatric surgery recommendations","year":2024,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Readability; Medicine; Likert scale; Surgery; Psychology","score_opus":0.3174517299173116,"score_gpt":0.46133070914384244,"score_spread":0.14387897922653087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393128858","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886811,0.001195553,0.0026258056,0.00063806557,0.00008189748,0.0010132118,0.00032677274,0.00037537995,0.005062157],"genre_scores_gemma":[0.9711047,0.0019538684,0.021168755,0.00061426224,0.00010086897,0.0019102242,0.0009815036,0.00016342293,0.0020023475],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97773427,0.015149155,0.0023937155,0.0009779835,0.0032607084,0.00048414088],"domain_scores_gemma":[0.70053464,0.27159423,0.010251203,0.0038309747,0.008652819,0.0051361485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022657366,0.00066696765,0.0011194913,0.0026301262,0.0006057985,0.0026981093,0.0012248952,0.0011076027,0.0021853787],"category_scores_gemma":[0.19333456,0.00044123147,0.0012230678,0.0015763891,0.0009851214,0.0025496387,0.0025870146,0.0015012302,0.0005967029],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018483974,0.0054977774,0.23112868,0.009810199,0.0015074487,0.0008734829,0.04948884,0.007062117,0.00435448,0.00080244866,0.0061728666,0.6648177],"study_design_scores_gemma":[0.0030980015,0.034440994,0.827165,0.0047126748,0.0026763338,0.0015830327,0.04051232,0.055580974,0.0064125205,0.0037247369,0.01934611,0.00074722734],"about_ca_topic_score_codex":0.0036384233,"about_ca_topic_score_gemma":0.0065198913,"teacher_disagreement_score":0.022657366,"about_ca_system_score_codex":0.0017205112,"about_ca_system_score_gemma":0.0017499495,"threshold_uncertainty_score":0.119825006},"labels":[],"label_agreement":null},{"id":"W4396732548","doi":"10.1016/j.soard.2024.04.014","title":"Performance of artificial intelligence in bariatric surgery: comparative analysis of ChatGPT-4, Bing, and Bard in the American Society for Metabolic and Bariatric Surgery textbook of bariatric surgery questions","year":2024,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Surgery; General surgery","score_opus":0.12517166796730747,"score_gpt":0.40090562482754133,"score_spread":0.27573395686023383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396732548","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942426,0.00045554934,0.0008572373,0.00030533338,0.000038757193,0.00010021569,0.00026661664,0.00013693301,0.0035966877],"genre_scores_gemma":[0.99567115,0.00037746294,0.0013647327,0.00017657217,0.000032586617,0.00013439514,0.0008893368,0.00006266683,0.0012909675],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9863197,0.007612051,0.0014143386,0.0009962044,0.003173275,0.00048426364],"domain_scores_gemma":[0.8139884,0.15791765,0.01130714,0.00288709,0.01014384,0.0037559639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012994963,0.0005994864,0.00082490453,0.001894145,0.0003460236,0.0018351863,0.0010587182,0.0010674186,0.0025824648],"category_scores_gemma":[0.1363222,0.00027006402,0.00082085346,0.0013878418,0.0010020995,0.0021625482,0.0018235623,0.0010878671,0.00118763],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067948666,0.0017263917,0.8151956,0.0018585062,0.00047535263,0.0006022646,0.024726676,0.0065484866,0.0039354446,0.0006370963,0.0065373927,0.13096188],"study_design_scores_gemma":[0.00022572899,0.0040972214,0.95283175,0.0005176023,0.00021975515,0.0005915851,0.011443022,0.021095973,0.0032517454,0.00078115304,0.0048334054,0.00011098437],"about_ca_topic_score_codex":0.0031403333,"about_ca_topic_score_gemma":0.0031405033,"teacher_disagreement_score":0.012994963,"about_ca_system_score_codex":0.0010364273,"about_ca_system_score_gemma":0.0006788216,"threshold_uncertainty_score":0.06872475},"labels":[],"label_agreement":null},{"id":"W4398134059","doi":"10.1016/j.soard.2024.04.451","title":"Magnetic compression anastomosis gastrojejunostomy: feasibility and efficacy of a novel device in a swine model","year":2024,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum","funders":"","keywords":"Medicine; Surgery; Anastomosis; Jejunostomy; Gastro-; Compression (physics); Parenteral nutrition; Disease; Internal medicine; Composite material","score_opus":0.031138334891405186,"score_gpt":0.29040187495375447,"score_spread":0.2592635400623493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398134059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931096,0.0005938279,0.005118209,0.00017051041,0.00022661654,0.00010798848,0.00012941266,0.00008021296,0.0004636156],"genre_scores_gemma":[0.990926,0.0008076695,0.006583016,0.000117213116,0.00013170294,0.00014364469,0.00029037872,0.000019236484,0.0009811542],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99964964,0.000060496764,0.000034949022,0.0000895821,0.000073437994,0.00009190935],"domain_scores_gemma":[0.9994758,0.00011235177,0.00012461044,0.00010718248,0.00005043973,0.00012969748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009774673,0.00063368713,0.0004685397,0.00063501537,0.00039884925,0.00049150723,0.0005911895,0.00089194137,0.0011508901],"category_scores_gemma":[0.00042102629,0.0002529479,0.00067991903,0.00022021444,0.0011197516,0.0013805224,0.000245745,0.0007306158,0.00024124866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008901155,0.0060159573,0.0032335978,0.00032966532,0.00010004736,0.0007948447,0.00015789438,0.0005067739,0.9632948,0.0004645547,0.00046603524,0.015734805],"study_design_scores_gemma":[0.0023095347,0.192892,0.029885821,0.000074025935,0.0007752243,0.0035433453,0.0005491022,0.011252302,0.7513836,0.0003357742,0.0068704183,0.00012886968],"about_ca_topic_score_codex":0.00048552983,"about_ca_topic_score_gemma":0.00053722365,"teacher_disagreement_score":0.0011508901,"about_ca_system_score_codex":0.00028273405,"about_ca_system_score_gemma":0.00055760203,"threshold_uncertainty_score":0.0051694512},"labels":[],"label_agreement":null},{"id":"W4399475061","doi":"10.1016/s1550-7289(24)00163-1","title":"Editorial Board","year":2024,"lang":"en","type":"paratext","venue":"Surgery for Obesity and Related Diseases","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universität Wien; Korea University; University of South Florida; Universidad Complutense de Madrid; Johns Hopkins University; Brown University; Harvard University; University of California, Irvine; McGill University; Texas Tech University; Universidade do Minho; Emory University; Cleveland Clinic; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Hebrew University of Jerusalem; Yale University; Vanderbilt University; University of Pennsylvania; University of Oklahoma; York University; Dartmouth College; University of Miami","keywords":"Medicine; Surgery","score_opus":0.020156269498741882,"score_gpt":0.20900888038875395,"score_spread":0.18885261089001207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399475061","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014239023,0.004236731,0.0003682426,0.057490315,0.8389113,0.000095585434,0.00065403443,0.0003048649,0.09779647],"genre_scores_gemma":[0.0018511551,0.0033286458,0.00042391368,0.041139625,0.36189997,0.00015795015,0.00074149016,0.00042059546,0.59003663],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968502,0.00046156757,0.00022448726,0.00038516638,0.0017363211,0.0003423639],"domain_scores_gemma":[0.9860277,0.00217837,0.00081060047,0.0007304862,0.0074025416,0.0028503533],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034781992,0.001219866,0.0011367173,0.0023021793,0.002175347,0.0077595706,0.0015089328,0.005175476,0.28493157],"category_scores_gemma":[0.023157256,0.00046262518,0.0008196918,0.0010034986,0.0008061769,0.0026291895,0.0017269597,0.0051733134,0.21621461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008225232,0.0000028938198,0.000011567323,0.000029246981,9.814527e-7,0.00001238779,0.0000027953492,0.000005305607,0.000015293159,0.00023584998,0.99452037,0.0051549315],"study_design_scores_gemma":[0.0000101965115,0.0000042754195,0.00008110864,0.00007755481,0.0000027965978,0.00002377081,0.000011535038,0.000023489612,0.000028593606,0.00047649513,0.999257,0.0000031171865],"about_ca_topic_score_codex":0.0016240499,"about_ca_topic_score_gemma":0.004514633,"teacher_disagreement_score":0.71506846,"about_ca_system_score_codex":0.0023355314,"about_ca_system_score_gemma":0.00329759,"threshold_uncertainty_score":0.95319104},"labels":[],"label_agreement":null},{"id":"W4399475106","doi":"10.1016/j.soard.2024.04.071","title":"A162 Hypoabsorptive metabolic and bariatric surgeries with same-day discharge: 30-day outcomes of a cohort from a high-volume center in Canada","year":2024,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Surgery; Center (category theory); Volume (thermodynamics); Internal medicine","score_opus":0.0057561631904182375,"score_gpt":0.19923468854127357,"score_spread":0.19347852535085533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399475106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959389,0.00024752005,0.00007135943,0.0002494849,0.000023089284,0.000029476076,0.002356436,0.0000058211185,0.0010779798],"genre_scores_gemma":[0.9961423,0.0002873861,0.000094400755,0.00018094713,0.000015866843,0.00001544325,0.0023914,0.000010197177,0.0008619519],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983956,0.000071883194,0.00008786885,0.00031059302,0.0003871879,0.00074689306],"domain_scores_gemma":[0.9973285,0.000076215765,0.0005561224,0.000094353585,0.0008809575,0.0010636981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041505691,0.00072212686,0.0008116574,0.001282126,0.0040218956,0.0027120833,0.0018912067,0.0010526874,0.0029921844],"category_scores_gemma":[0.001638438,0.00085258903,0.0015000583,0.004181884,0.0010973399,0.0008162502,0.0018465056,0.0019767352,0.00045362595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059893282,0.00004111046,0.998164,0.000009059891,0.00008707991,0.00011820086,0.0003303238,0.000039994557,0.000110091394,0.00004489236,0.0004696776,0.00052572833],"study_design_scores_gemma":[0.000009241461,0.000031890326,0.9965629,0.000022835718,0.00003694445,0.000128806,0.0026445095,0.00017504071,0.000027803248,0.000025076277,0.00031915045,0.000015835394],"about_ca_topic_score_codex":0.9756513,"about_ca_topic_score_gemma":0.9855515,"teacher_disagreement_score":0.024348676,"about_ca_system_score_codex":0.021408832,"about_ca_system_score_gemma":0.03318826,"threshold_uncertainty_score":0.15533268},"labels":[],"label_agreement":null},{"id":"W4400572104","doi":"10.1016/j.soard.2024.07.001","title":"Response to “Harnessing artificial intelligence in bariatric surgery: correspondence”","year":2024,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Surgery","score_opus":0.09063635201804524,"score_gpt":0.36276725935228593,"score_spread":0.2721309073342407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400572104","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025586862,0.0005620742,0.00005938572,0.9822223,0.0153731285,0.00001982731,0.000037483725,0.000017291066,0.0014525767],"genre_scores_gemma":[0.0012809905,0.00037009135,0.000106680876,0.97639674,0.017543364,0.000046048397,0.0000138242585,0.000011945794,0.0042302595],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956014,0.0010925331,0.0005033792,0.00069807644,0.0011495749,0.0009550997],"domain_scores_gemma":[0.99030393,0.0046278005,0.00070625986,0.00019946639,0.0017111036,0.0024513772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00408675,0.0013400894,0.0017498736,0.0008721585,0.0076721488,0.006835625,0.00221224,0.08598661,0.008000394],"category_scores_gemma":[0.027226372,0.0012204063,0.0018214234,0.000884327,0.0035206554,0.0046645934,0.0026602396,0.0720533,0.0052105766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047734673,0.000041391526,0.00054892624,0.000063998916,0.00001941294,0.0011021999,0.00022769379,0.00005616549,0.00017900325,0.0014395254,0.99249107,0.0037829762],"study_design_scores_gemma":[0.00014435063,0.000112848655,0.0020081874,0.0005343524,0.000059745373,0.0011707883,0.0013059519,0.0007022151,0.0002740548,0.0050467188,0.9885244,0.00011645528],"about_ca_topic_score_codex":0.009133915,"about_ca_topic_score_gemma":0.017827427,"teacher_disagreement_score":0.08598661,"about_ca_system_score_codex":0.006397765,"about_ca_system_score_gemma":0.009361089,"threshold_uncertainty_score":0.046419263},"labels":[],"label_agreement":null},{"id":"W4401479627","doi":"10.1016/j.soard.2024.08.011","title":"Comment on: Safety of gastric bypass with same-day discharge: a propensity score–matched analysis of the Dutch Audit for Treatment of Obesity","year":2024,"lang":"en","type":"editorial","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Montreal Children's Hospital","funders":"","keywords":"Medicine; Gastric bypass; Propensity score matching; Audit; Obesity; Surgery; Obesity Surgery; Weight loss; Internal medicine","score_opus":0.017211526790873958,"score_gpt":0.2489056085612893,"score_spread":0.23169408177041534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401479627","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005774399,0.0028800452,0.00024136124,0.25604567,0.73729837,0.00008779237,0.0011571283,0.000095098156,0.0016170951],"genre_scores_gemma":[0.0047914386,0.002351362,0.0005004475,0.41806036,0.5665803,0.00021432347,0.00042374802,0.00012895926,0.006948993],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98727685,0.0036960295,0.0027591565,0.0015260137,0.0040682736,0.0006736582],"domain_scores_gemma":[0.9243575,0.048139654,0.005403202,0.0025474648,0.016826905,0.002725423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024630247,0.0025078203,0.004328536,0.0028557598,0.0027185758,0.0049111047,0.005592404,0.021966983,0.0073158666],"category_scores_gemma":[0.105098546,0.0015947273,0.0030210014,0.00312316,0.0027028634,0.0029946978,0.0013262104,0.022224128,0.0063377502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018112174,0.000024103452,0.0005481316,0.0003306817,0.00016474989,0.00011753445,0.00003142418,0.000028850533,0.000042771706,0.00020255057,0.9966454,0.0016826313],"study_design_scores_gemma":[0.002128392,0.0002979366,0.015578637,0.0036250653,0.0028395045,0.00088716927,0.00056937325,0.0018799122,0.00082158425,0.0035498093,0.9675521,0.0002705716],"about_ca_topic_score_codex":0.010132874,"about_ca_topic_score_gemma":0.01779481,"teacher_disagreement_score":0.024630247,"about_ca_system_score_codex":0.0042338986,"about_ca_system_score_gemma":0.005317345,"threshold_uncertainty_score":0.13025874},"labels":[],"label_agreement":null},{"id":"W4401649190","doi":"10.1016/j.soard.2024.08.020","title":"Anastomotic metabolic and bariatric surgeries with same-day discharge: 30-day outcomes of a cohort from a high-volume center in Canada","year":2024,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Sleeve gastrectomy; Surgery; Anastomosis; Cohort; Gastric bypass; General surgery; Weight loss; Obesity; Internal medicine","score_opus":0.005387343533262356,"score_gpt":0.1989305459298238,"score_spread":0.19354320239656142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401649190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99940896,0.000046951725,0.000026212918,0.00003422394,0.0000026910923,0.000011372042,0.0002898802,0.0000013847865,0.00017839477],"genre_scores_gemma":[0.9990748,0.0000835918,0.000046154357,0.00004719159,0.000007683491,0.000007849634,0.0005563045,0.0000022036297,0.00017406997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994815,0.00003550476,0.00003488923,0.0001056557,0.00012726583,0.00021521577],"domain_scores_gemma":[0.99856347,0.000069595706,0.00036658815,0.000071968,0.00029791897,0.00063043856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030145928,0.00039123514,0.0003696527,0.0009621219,0.0016898272,0.0011710648,0.00075608684,0.0004671225,0.0014009344],"category_scores_gemma":[0.0009846991,0.0003951743,0.00046100054,0.0017388925,0.00067164196,0.0003736419,0.00092988496,0.0007695386,0.00025822496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042871292,0.000041258103,0.9985268,0.000004345007,0.000021181377,0.00020473397,0.00019271349,0.0000333425,0.00013145816,0.00001226347,0.00014312511,0.0006459851],"study_design_scores_gemma":[0.0000068783165,0.000058530517,0.9983286,0.0000075221174,0.00001180469,0.00030362987,0.00087320904,0.00020260205,0.000036899175,0.000009926261,0.00015410328,0.000006327291],"about_ca_topic_score_codex":0.69558287,"about_ca_topic_score_gemma":0.7914723,"teacher_disagreement_score":0.30441713,"about_ca_system_score_codex":0.0063252733,"about_ca_system_score_gemma":0.006045112,"threshold_uncertainty_score":0.6124198},"labels":[],"label_agreement":null},{"id":"W4402072685","doi":"10.1016/j.soard.2024.08.029","title":"Who gains the most quality-of-life benefits from metabolic and bariatric surgery: findings from the prospective REBORN cohort study","year":2024,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; Université du Québec à Montréal; Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Government of Canada; Fonds de Recherche du Québec - Santé; Université du Québec à Montréal","keywords":"Medicine; Surgery; Prospective cohort study; Quality of life (healthcare); Cohort; Internal medicine; Nursing","score_opus":0.02687939559817163,"score_gpt":0.27841397092607423,"score_spread":0.2515345753279026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402072685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945734,0.000904804,0.00012122432,0.00050172827,0.000054204735,0.000011298869,0.0028388673,0.00000950701,0.0009849108],"genre_scores_gemma":[0.9956611,0.0005234866,0.00016166581,0.00023542008,0.000056231078,0.000017439355,0.0021608244,0.000016037813,0.0011678122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99949396,0.00011697564,0.00003692788,0.00017659797,0.00005632854,0.00011917351],"domain_scores_gemma":[0.99838567,0.0002855455,0.0006066459,0.00034312485,0.000115930554,0.00026316775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013660502,0.0005245406,0.00069908256,0.00050092355,0.0006658717,0.0011191927,0.000881431,0.00091896503,0.0028113131],"category_scores_gemma":[0.0031925421,0.00053508364,0.0016987401,0.0007752081,0.00031548474,0.0008465649,0.0007435176,0.0018642783,0.00046519862],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011247989,0.000110935835,0.9928382,0.000033056254,0.0006979349,0.00019612521,0.00022114297,0.00007471042,0.00042016018,0.00017997358,0.0013327531,0.0027702767],"study_design_scores_gemma":[0.000098021876,0.00012370133,0.9972089,0.000024115932,0.00047267321,0.00033331968,0.00053551316,0.00015128954,0.00008497167,0.000112475274,0.0008359465,0.00001901827],"about_ca_topic_score_codex":0.018455245,"about_ca_topic_score_gemma":0.019809462,"teacher_disagreement_score":0.018455245,"about_ca_system_score_codex":0.00037102803,"about_ca_system_score_gemma":0.0005582487,"threshold_uncertainty_score":0.03669566},"labels":[],"label_agreement":null},{"id":"W4402404143","doi":"10.1016/j.soard.2024.08.037","title":"A randomized, double-blind, placebo-controlled trial of weight loss using liraglutide 3.0 mg for weight recurrence after Roux-en-Y gastric bypass","year":2024,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Novo Nordisk; NYU Grossman School of Medicine; York University","keywords":"Medicine; Liraglutide; Roux-en-Y anastomosis; Gastric bypass; Weight loss; Placebo; Surgery; Randomized controlled trial; Double blind; Internal medicine; Obesity; Diabetes mellitus; Type 2 diabetes; Endocrinology","score_opus":0.020255780891917922,"score_gpt":0.280782198047541,"score_spread":0.2605264171556231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402404143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851392,0.004112279,0.0005904974,0.0005752897,0.00094938284,0.005681833,0.0007515073,0.00022389596,0.001976235],"genre_scores_gemma":[0.97955096,0.0027699228,0.0019062745,0.0012314115,0.00059920416,0.009312861,0.0007648907,0.000023560839,0.003840914],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99936646,0.0003044535,0.000053808624,0.00013745639,0.000047365633,0.00009036835],"domain_scores_gemma":[0.9992679,0.00018614874,0.00018242926,0.00006006053,0.000056861994,0.00024667758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014032158,0.0017249419,0.0035583088,0.00048561342,0.0005808181,0.00089220953,0.00093942013,0.0019436668,0.00690756],"category_scores_gemma":[0.0015746923,0.00073859957,0.0014618858,0.0003632961,0.0012419423,0.0008890468,0.0003912389,0.0024474,0.0011140445],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9862918,0.0061647166,0.00014704184,0.00041372245,0.00026556023,0.00001500529,0.00001953691,0.000060591454,0.0014265177,0.000029876295,0.00025466297,0.004910895],"study_design_scores_gemma":[0.96575046,0.033048462,0.0006237866,0.000016835667,0.0001260007,0.0000081826065,0.000007891922,0.00011501942,0.00015006197,0.000027300886,0.00012084653,0.000005174603],"about_ca_topic_score_codex":0.001023042,"about_ca_topic_score_gemma":0.0021324332,"teacher_disagreement_score":0.00690756,"about_ca_system_score_codex":0.00062959804,"about_ca_system_score_gemma":0.0012174445,"threshold_uncertainty_score":0.023108065},"labels":[],"label_agreement":null},{"id":"W4403961603","doi":"10.1016/j.soard.2024.10.020","title":"Magnetic duodenoileal anastomosis with sleeve gastrectomy: a prospective multicenter study","year":2024,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sleeve gastrectomy; Surgery; Anastomosis; Prospective cohort study; Multicenter study; Internal medicine; Gastric bypass; Weight loss","score_opus":0.007738539602712663,"score_gpt":0.23583578850587025,"score_spread":0.22809724890315758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403961603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99916863,0.00035047042,0.000062989,0.000040032293,0.000015846605,0.000022858272,0.00013258852,0.0000016598335,0.00020498614],"genre_scores_gemma":[0.99867237,0.000266292,0.00012537724,0.00010710745,0.000103910555,0.000043682754,0.0005243648,0.000005075212,0.00015176434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985185,0.00038620658,0.00018109598,0.0005170487,0.00013519205,0.00026192423],"domain_scores_gemma":[0.9974831,0.00034056813,0.0011018193,0.00030746413,0.00019954823,0.00056762714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013197083,0.0010688652,0.0014269651,0.0007457105,0.0012994411,0.0019161042,0.0008498463,0.0016632732,0.0032503202],"category_scores_gemma":[0.0025281936,0.0012689746,0.0018361965,0.0017117138,0.0010968675,0.0019378323,0.0013477299,0.0016996404,0.00071607163],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003923706,0.00075113476,0.9919871,0.000059864557,0.00088269875,0.00040635656,0.00019168353,0.000038609647,0.00036338286,0.00005737228,0.00018947203,0.0011486001],"study_design_scores_gemma":[0.0010109924,0.0023097454,0.99193007,0.00004972249,0.00094763417,0.0012116244,0.0015717198,0.00021823842,0.00009206929,0.00008443268,0.000529403,0.00004431702],"about_ca_topic_score_codex":0.0020344472,"about_ca_topic_score_gemma":0.0027024406,"teacher_disagreement_score":0.0032503202,"about_ca_system_score_codex":0.0005897069,"about_ca_system_score_gemma":0.000854635,"threshold_uncertainty_score":0.010873437},"labels":[],"label_agreement":null},{"id":"W4405634691","doi":"10.1016/j.soard.2024.12.007","title":"Paired editorial for “GLP-1 receptor agonists and the risk of postoperative nausea and vomiting after laparoscopic sleeve gastrectomy: a single-center, retrospective cohort study”","year":2024,"lang":"en","type":"editorial","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Sleeve gastrectomy; Nausea; Vomiting; Postoperative nausea and vomiting; Surgery; Retrospective cohort study; Single Center; General surgery; Gastric bypass; Internal medicine; Weight loss; Obesity","score_opus":0.006114975412514061,"score_gpt":0.23477324781127668,"score_spread":0.2286582723987626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405634691","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000772897,0.003647507,0.00012726728,0.04176196,0.9530963,0.00003246069,0.00030510186,0.00006454705,0.00088768324],"genre_scores_gemma":[0.0004154554,0.002275835,0.00011388566,0.04366859,0.9498242,0.00005380963,0.000121721256,0.000037965525,0.0034884722],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939627,0.0013991295,0.0010436918,0.00089459354,0.0023229676,0.0003768907],"domain_scores_gemma":[0.96440566,0.021171778,0.0025508013,0.0008785615,0.008477546,0.002515634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010308174,0.0031671547,0.005756793,0.0037157552,0.002726358,0.0072554066,0.004171397,0.011510688,0.012412615],"category_scores_gemma":[0.039301325,0.0020395564,0.003743423,0.001786647,0.0021563896,0.0035390144,0.0015675626,0.018680163,0.009432738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014944344,0.000020277232,0.00009869153,0.0002706022,0.00007582965,0.00008642412,0.000006663893,0.00001659965,0.000032840737,0.00011380654,0.9965892,0.0025395781],"study_design_scores_gemma":[0.0014123569,0.00023388483,0.0037023975,0.0021014593,0.0009350425,0.00071433606,0.00009901786,0.0006462671,0.0002696142,0.00212202,0.98762965,0.00013399159],"about_ca_topic_score_codex":0.0022653728,"about_ca_topic_score_gemma":0.005301329,"teacher_disagreement_score":0.012412615,"about_ca_system_score_codex":0.0022311702,"about_ca_system_score_gemma":0.0034823501,"threshold_uncertainty_score":0.05451548},"labels":[],"label_agreement":null},{"id":"W4407599842","doi":"10.1016/j.soard.2025.01.009","title":"Longitudinal changes in positive airway pressure device use after metabolic surgery: a 3-year matched cohort study of National Claims Data","year":2025,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Intuitive; Intuitive Surgical","keywords":"Medicine; Cohort; Airway; Surgery; Cohort study; Internal medicine","score_opus":0.03454161457576645,"score_gpt":0.31291618064683513,"score_spread":0.2783745660710687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407599842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99896455,0.000052872358,0.000047027082,0.000019257186,0.0000028475463,0.000008620858,0.00079608045,0.0000021618866,0.00010657169],"genre_scores_gemma":[0.9987154,0.000045516244,0.000072553936,0.000017713239,0.000004522606,0.000014463053,0.0010286025,0.000001526641,0.00009981382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922967,0.00018512686,0.00008944811,0.00020184722,0.00013741555,0.00015639352],"domain_scores_gemma":[0.99816173,0.00022688616,0.00086703786,0.00022936126,0.00024128745,0.00027359006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012442262,0.00023619458,0.0003082822,0.00091976393,0.0005402106,0.0007161454,0.0004466167,0.0005203605,0.0012354144],"category_scores_gemma":[0.0027270815,0.000389693,0.00065507705,0.0013146721,0.00018049449,0.00057127076,0.0006272885,0.0007631672,0.00027420907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015874307,0.00006159321,0.9991153,0.0000034796299,0.000075860364,0.000024806362,0.00005313,0.000017690323,0.000076566685,0.000009418559,0.0000794802,0.00032388436],"study_design_scores_gemma":[0.000011037654,0.00008805984,0.9993899,0.0000034191364,0.000031432646,0.000053558044,0.00012636675,0.00017645382,0.000027549426,0.000007776246,0.00008163411,0.0000027210383],"about_ca_topic_score_codex":0.025835983,"about_ca_topic_score_gemma":0.025361318,"teacher_disagreement_score":0.025835983,"about_ca_system_score_codex":0.000493036,"about_ca_system_score_gemma":0.00051151944,"threshold_uncertainty_score":0.051371217},"labels":[],"label_agreement":null},{"id":"W4409323377","doi":"10.1016/j.soard.2025.03.009","title":"ASMBS literature review &amp; clinical guidelines on prevention, diagnosis, and treatment of Wernicke’s encephalopathy and Wernicke-Korsakoff syndrome","year":2025,"lang":"en","type":"review","venue":"Surgery for Obesity and Related Diseases","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Wernicke Encephalopathy; Wernicke's encephalopathy; Surgery; Encephalopathy; Thiamine; Thiamine deficiency; Psychiatry; Internal medicine","score_opus":0.09582544466516822,"score_gpt":0.4191845766859038,"score_spread":0.3233591320207356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409323377","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006264561,0.99623233,0.00014589148,0.0009323876,0.0006682992,0.0000975709,0.00041498925,0.000022660563,0.0014231926],"genre_scores_gemma":[0.00029185438,0.9972134,0.0005398191,0.0007437625,0.00022479684,0.0000782965,0.00027852232,0.0000040158843,0.00062557985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911684,0.0001715662,0.00037259463,0.00007175534,0.00021700042,0.000050289553],"domain_scores_gemma":[0.9977864,0.00091870467,0.00061326637,0.000040175113,0.0005347694,0.0001065874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014611363,0.0011717645,0.0035294911,0.00998801,0.0004970135,0.0017081156,0.0018461979,0.0017172161,0.016783176],"category_scores_gemma":[0.004354633,0.00054443243,0.0023541052,0.007575825,0.00053220266,0.0014269217,0.0011879972,0.0014907555,0.0049290853],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014789873,0.00006720525,0.0002635245,0.22559835,0.00048919325,0.00027634203,0.000084055675,0.00016349989,0.00048511286,0.0015737208,0.13878591,0.6320652],"study_design_scores_gemma":[0.00013741222,0.00009450574,0.0020060197,0.25507888,0.002617994,0.0010137918,0.00010372269,0.00008755644,0.00023066442,0.0015668377,0.7370195,0.000043127107],"about_ca_topic_score_codex":0.00808825,"about_ca_topic_score_gemma":0.014894822,"teacher_disagreement_score":0.016783176,"about_ca_system_score_codex":0.0013494067,"about_ca_system_score_gemma":0.007203207,"threshold_uncertainty_score":0.05614531},"labels":[],"label_agreement":null},{"id":"W4409423146","doi":"10.1016/j.soard.2025.04.003","title":"Postoperative outcomes following revision or conversion surgery after primary sleeve gastrectomy: an analysis of the MBSAQIP database","year":2025,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Sleeve gastrectomy; Surgery; Gastrectomy; Database; General surgery; Gastric bypass; Cancer; Internal medicine","score_opus":0.01252416502636682,"score_gpt":0.2679612141368522,"score_spread":0.25543704911048537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409423146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908674,0.000778169,0.000077077464,0.00007644249,0.000014883511,0.000019185401,0.007620714,0.000005760695,0.0005403645],"genre_scores_gemma":[0.98903674,0.00053511804,0.00011906484,0.00007728378,0.000025746065,0.000047347083,0.009994923,0.0000069147386,0.00015691818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854255,0.00020160321,0.0003389544,0.00037646195,0.00028131128,0.00025914598],"domain_scores_gemma":[0.996424,0.00048230344,0.0020149376,0.00025371468,0.00040882837,0.00041612735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008895586,0.00032970356,0.00074681605,0.0021047625,0.00040496682,0.0011134996,0.0007580781,0.00060510344,0.0015190012],"category_scores_gemma":[0.004349711,0.0003179365,0.0012763153,0.0035080928,0.00033963157,0.0009917978,0.0012915025,0.00096402667,0.00027332138],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016557399,0.000023093244,0.9979475,0.00004904081,0.00019491253,0.000049429964,0.000067116685,0.000035633097,0.000050085277,0.0000345915,0.0003811001,0.0010020371],"study_design_scores_gemma":[0.000009286205,0.00003565195,0.99907744,0.000021761698,0.00007016045,0.00012247862,0.00030217663,0.00010936538,0.000020074178,0.000021113776,0.00020453004,0.0000059191643],"about_ca_topic_score_codex":0.009970824,"about_ca_topic_score_gemma":0.01417555,"teacher_disagreement_score":0.009970824,"about_ca_system_score_codex":0.0008105171,"about_ca_system_score_gemma":0.00091922,"threshold_uncertainty_score":0.019825578},"labels":[],"label_agreement":null},{"id":"W4409429478","doi":"10.1016/j.soard.2025.04.004","title":"Unveiling the cost-effectiveness of bariatric surgery: insights from a matched cohort study","year":2025,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Intuitive","keywords":"Medicine; Cohort; Surgery; Cohort study; General surgery; Internal medicine","score_opus":0.015666872932909262,"score_gpt":0.2666364653732622,"score_spread":0.25096959244035294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409429478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99375486,0.0027600718,0.00056148187,0.000792367,0.000054028784,0.000018697972,0.0011092486,0.000004113369,0.0009450942],"genre_scores_gemma":[0.9978696,0.0006440675,0.00033186268,0.000250313,0.00007415635,0.000011011672,0.00069460477,0.0000036619824,0.00012078194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686664,0.0019065453,0.00022142682,0.0003453366,0.00033303403,0.0003271206],"domain_scores_gemma":[0.9919235,0.003919892,0.0020670625,0.0011628199,0.0004648317,0.00046187374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005531811,0.00034746784,0.0005134032,0.0011112054,0.000434709,0.0013446957,0.0007537219,0.000933654,0.0014233277],"category_scores_gemma":[0.014823868,0.0003339155,0.001539421,0.0021192771,0.00042262248,0.0010257795,0.0009768351,0.0008882052,0.00015363548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010243189,0.00015395701,0.9875057,0.000057991252,0.0025474147,0.00019911893,0.0001444999,0.00026178634,0.00022309218,0.0006342714,0.0005489326,0.006698992],"study_design_scores_gemma":[0.00012212011,0.00028419727,0.99283916,0.000044138465,0.002097284,0.00033595946,0.00051262835,0.0011059882,0.00009197842,0.0010185993,0.0015242859,0.000023749319],"about_ca_topic_score_codex":0.013557998,"about_ca_topic_score_gemma":0.017238569,"teacher_disagreement_score":0.013557998,"about_ca_system_score_codex":0.0005912292,"about_ca_system_score_gemma":0.0006907551,"threshold_uncertainty_score":0.02925539},"labels":[],"label_agreement":null},{"id":"W4410539092","doi":"10.1016/j.soard.2025.05.011","title":"Prevalence of gastric intestinal metaplasia and other endoscopic findings and their influence on surgical management for patients seeking bariatric surgery","year":2025,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Esophagogastroduodenoscopy; Intestinal metaplasia; Body mass index; Gastroenterology; Internal medicine; Barrett's esophagus; Hiatal hernia; Surgery; Population; Helicobacter pylori; Gastritis; Sleeve gastrectomy; Endoscopy; Adenocarcinoma; Weight loss; Cancer; Obesity; Gastric bypass; Disease; Reflux","score_opus":0.009891436996541561,"score_gpt":0.23805929378118496,"score_spread":0.2281678567846434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410539092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99727577,0.0006663227,0.000054365133,0.00022759262,0.0000206653,0.000007694873,0.00043928297,0.000004541512,0.0013038396],"genre_scores_gemma":[0.9992349,0.00022865862,0.00006342927,0.00004357289,0.00003083287,0.00000398536,0.00024908182,0.0000021884464,0.00014327401],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993326,0.00016655929,0.00010846305,0.000094398754,0.00014273443,0.00015533163],"domain_scores_gemma":[0.99673307,0.00077446504,0.0015617018,0.000121891186,0.00022281845,0.0005861477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006815422,0.00026848054,0.00035227183,0.0011782914,0.0004905,0.00091522915,0.00048971124,0.0007486552,0.0036577536],"category_scores_gemma":[0.0061398754,0.00027436492,0.0011389918,0.0012851077,0.00034190388,0.0007253001,0.0007765563,0.0013039564,0.00031734476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042399388,0.000022777627,0.9992306,0.0000061610276,0.00003739567,0.00004079045,0.00003417009,0.000008426598,0.00003017111,0.000008975081,0.0000386267,0.0004995335],"study_design_scores_gemma":[0.0000017847007,0.000042892254,0.99909985,0.000009358818,0.000030035339,0.00021887454,0.00039310363,0.00008425443,0.000012096585,0.000018909552,0.00008528151,0.0000035286798],"about_ca_topic_score_codex":0.0059803245,"about_ca_topic_score_gemma":0.00810239,"teacher_disagreement_score":0.0059803245,"about_ca_system_score_codex":0.00034186427,"about_ca_system_score_gemma":0.0005699837,"threshold_uncertainty_score":0.012236416},"labels":[],"label_agreement":null},{"id":"W4412049068","doi":"10.1016/j.soard.2025.06.011","title":"Author’s reply to comment on: postoperative outcomes following revision or conversion surgery after primary sleeve gastrectomy: an analysis of the MBSAQIP database","year":2025,"lang":"en","type":"letter","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Surgery; Sleeve gastrectomy; General surgery; Database; Gastric bypass; Internal medicine; Computer science","score_opus":0.020921169713260423,"score_gpt":0.2808228222471634,"score_spread":0.25990165253390296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412049068","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026681975,0.00044554498,0.00009881077,0.9725763,0.022232145,0.000015600846,0.00084502867,0.000040033457,0.0010784077],"genre_scores_gemma":[0.0081302915,0.0004928929,0.0001845167,0.97220784,0.016606228,0.000059067333,0.00021930464,0.000029828998,0.0020699673],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996617,0.00081805536,0.00086424104,0.00046347518,0.0007540647,0.00048325767],"domain_scores_gemma":[0.9828547,0.009345523,0.0021896062,0.0006392749,0.0035601861,0.001410751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039694975,0.0005325376,0.0012188497,0.0012778583,0.00201361,0.0023802388,0.0015395551,0.020611005,0.0041029616],"category_scores_gemma":[0.034332186,0.0006490985,0.0010714827,0.0021657795,0.0013047477,0.0020995832,0.0012615066,0.018160375,0.0048735766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085603475,0.00002925509,0.0092870705,0.000084712665,0.000045965764,0.00080675544,0.00022861142,0.000050789822,0.00010781891,0.00042241238,0.9852535,0.0035975524],"study_design_scores_gemma":[0.00045635333,0.00026351272,0.04415371,0.0018368377,0.00033737396,0.005042782,0.0045846533,0.0017375693,0.0010116814,0.00576855,0.93435466,0.00045228816],"about_ca_topic_score_codex":0.010588317,"about_ca_topic_score_gemma":0.014513376,"teacher_disagreement_score":0.020611005,"about_ca_system_score_codex":0.002897362,"about_ca_system_score_gemma":0.0042681005,"threshold_uncertainty_score":0.021053374},"labels":[],"label_agreement":null},{"id":"W4412746041","doi":"10.1016/j.soard.2025.07.013","title":"Sleeve to gastric bypass conversion: a multiinstitutional study of 217 patients","year":2025,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Gastric bypass; Surgery; Internal medicine; Weight loss; Obesity","score_opus":0.010174546991556226,"score_gpt":0.2498809489754401,"score_spread":0.23970640198388388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412746041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993161,0.000087091,0.000051859846,0.000030596726,0.0000046713717,0.000011617218,0.0002699754,0.0000020475632,0.00022592639],"genre_scores_gemma":[0.9989648,0.00009842437,0.00006688814,0.000063159896,0.00001550004,0.000018340883,0.00062978524,0.00000478713,0.00013833017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985684,0.0003721604,0.00016950164,0.00040486775,0.00018845759,0.00029653433],"domain_scores_gemma":[0.99776757,0.00036422734,0.0010657904,0.00024076035,0.0002086208,0.0003530288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007271903,0.00064709876,0.0009830728,0.0015271032,0.0016244001,0.0020269917,0.0009698314,0.0010176052,0.0020829092],"category_scores_gemma":[0.0023210857,0.0009923134,0.0010642072,0.003447542,0.00086982024,0.0011338445,0.0013450512,0.0012219133,0.0005564608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016588507,0.00012538522,0.9985702,0.0000073565325,0.000097185024,0.00018920402,0.00027215228,0.00001800841,0.00012884592,0.000024853884,0.00007673729,0.00032416053],"study_design_scores_gemma":[0.00004922097,0.00026252322,0.9962559,0.000013330503,0.00009547623,0.0005632499,0.0022528812,0.00017807359,0.00006811942,0.00003340541,0.00021217627,0.000015560594],"about_ca_topic_score_codex":0.014293673,"about_ca_topic_score_gemma":0.018526694,"teacher_disagreement_score":0.014293673,"about_ca_system_score_codex":0.00104772,"about_ca_system_score_gemma":0.0011254686,"threshold_uncertainty_score":0.028420925},"labels":[],"label_agreement":null},{"id":"W4416118993","doi":"10.1016/j.soard.2025.10.013","title":"Bariatric conversional surgery in younger adults ≤40: who gets converted and comparative risks of conversion to subsequent procedures","year":2025,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Index (typography); Retrospective cohort study; Surgical procedures; Mortality rate; Frailty Index","score_opus":0.032801050869361616,"score_gpt":0.28830206975274564,"score_spread":0.255501018883384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416118993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990509,0.00035972512,0.000020526233,0.000048246384,0.000006753043,0.000003161962,0.00017742379,0.0000010633288,0.0003321263],"genre_scores_gemma":[0.9992391,0.00029551378,0.000026785621,0.000033915912,0.000017342687,0.0000036396232,0.00029905967,9.696979e-7,0.00008373066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997489,0.000031339845,0.000032015138,0.000050049894,0.000057783094,0.00007988194],"domain_scores_gemma":[0.9987692,0.00012317282,0.0006472829,0.000037539518,0.00007033427,0.00035240926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035619372,0.00017940407,0.00028861745,0.00082643476,0.00037846866,0.00063590356,0.00018991488,0.00037300697,0.001935307],"category_scores_gemma":[0.0021610537,0.00015274504,0.000636587,0.000873557,0.0001828864,0.00041610855,0.0004742757,0.0005214287,0.00020995455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037747915,0.000010888768,0.9990721,0.0000031716904,0.000015474805,0.00006869284,0.00002347568,0.000012248082,0.000020138708,0.0000064859278,0.000035701156,0.0006939095],"study_design_scores_gemma":[0.0000032788219,0.00006303586,0.99897313,0.0000128332385,0.000016842401,0.0005030724,0.00020406078,0.00007046196,0.000012219756,0.000014721156,0.00012411142,0.0000021889498],"about_ca_topic_score_codex":0.005987628,"about_ca_topic_score_gemma":0.006397371,"teacher_disagreement_score":0.005987628,"about_ca_system_score_codex":0.00027893795,"about_ca_system_score_gemma":0.0003193071,"threshold_uncertainty_score":0.011905551},"labels":[],"label_agreement":null},{"id":"W4416169947","doi":"10.1016/j.soard.2025.11.010","title":"Response to comment on “Magnetic duodenoileal anastomosis with sleeve gastrectomy: a prospective multicenter study” by L. Biertho, S. Marceau, M. Nadeau, S. Lebel, F. Julien, A. Tchernof, T. Ransom, R. T. Spence, and J. Ellsmere","year":2025,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Anastomosis; Prospective cohort study; Multicenter study; Surgical anastomosis; Roux-en-Y anastomosis","score_opus":0.005626623467753122,"score_gpt":0.23789029907161785,"score_spread":0.23226367560386474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416169947","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037895358,0.0014541433,0.00010855318,0.91476715,0.081775405,0.00004738038,0.00059494405,0.00010560842,0.0007679389],"genre_scores_gemma":[0.0022284556,0.0009134977,0.00013435513,0.9342961,0.05963956,0.00010941521,0.0001866628,0.00004603581,0.002446063],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953111,0.0011197067,0.00093353615,0.00074814516,0.0014018274,0.00048567873],"domain_scores_gemma":[0.98154527,0.009057961,0.0014560996,0.0007019119,0.005536672,0.0017020981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007532722,0.0012889887,0.0026619555,0.0013397142,0.0025789777,0.0027576813,0.004514012,0.03292791,0.011192397],"category_scores_gemma":[0.044413693,0.0009541634,0.0023240633,0.0013862475,0.002663445,0.0026316014,0.0019680199,0.03116588,0.012242629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001144885,0.000013053224,0.0003201895,0.00010865117,0.000023264363,0.00014210206,0.000028574013,0.000022139075,0.000060887996,0.00020654601,0.9971801,0.0017799699],"study_design_scores_gemma":[0.0005838959,0.00020379758,0.0064732186,0.0012339428,0.00020212638,0.0010304764,0.00047261847,0.00049474067,0.0010952947,0.0025531258,0.9854595,0.00019727474],"about_ca_topic_score_codex":0.008532552,"about_ca_topic_score_gemma":0.0071303654,"teacher_disagreement_score":0.03292791,"about_ca_system_score_codex":0.0047676503,"about_ca_system_score_gemma":0.0042923247,"threshold_uncertainty_score":0.0398373},"labels":[],"label_agreement":null}]}