{"meta":{"query_hash":"fca1fb8c2789","filters":{"venue":"Journal of Minimal Access Surgery"},"cohort_total":15,"direct_labels_cover":0,"predictions_cover":15,"exported":15,"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/fca1fb8c2789","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Minimal+Access+Surgery"},"results":[{"id":"W1578350683","doi":"10.4103/0972-9941.28183","title":"Teaching impact in pediatric minimal access surgery: Personal perspective from \"Fellow\"","year":2006,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Medicine; Accreditation; Pediatric surgery; Curriculum; Perspective (graphical); Medical education; Graduate medical education; Residency training; Pediatric Surgeon; General surgery; Surgery; Continuing education; Pedagogy; Psychology","score_opus":0.05702262451356252,"score_gpt":0.36443502094960883,"score_spread":0.30741239643604634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578350683","genre_codex":"empirical","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":[0.70728105,0.023732645,0.0067878836,0.14356507,0.0043971017,0.000056533605,0.0002426052,0.00022933852,0.11370775],"genre_scores_gemma":[0.9602082,0.011089444,0.002240311,0.010439962,0.0026696636,0.000026431066,0.0001030364,0.000088871144,0.013134198],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99730104,0.0013544204,0.00012202276,0.0001556334,0.00075020455,0.0003167388],"domain_scores_gemma":[0.9860691,0.0042053154,0.001654636,0.00025916946,0.0032261084,0.004585727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032335694,0.00014830976,0.00017017622,0.00044867536,0.00097205286,0.0014726516,0.00038269465,0.00072442903,0.0091093015],"category_scores_gemma":[0.019513266,0.00009015565,0.00026012913,0.00034256603,0.00072900334,0.0013426086,0.0010017591,0.00091790623,0.00094973453],"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":[0.00034000818,0.00068983674,0.29359892,0.001033714,0.00006839042,0.0075364476,0.021484278,0.001763508,0.0033743882,0.007189505,0.1348744,0.5280466],"study_design_scores_gemma":[0.000091204594,0.003450053,0.3243698,0.0018376966,0.00017830754,0.061931774,0.07492425,0.0024362712,0.005975925,0.006775279,0.5177756,0.00025379687],"about_ca_topic_score_codex":0.00086974323,"about_ca_topic_score_gemma":0.002562506,"teacher_disagreement_score":0.0091093015,"about_ca_system_score_codex":0.0009620722,"about_ca_system_score_gemma":0.0012842843,"threshold_uncertainty_score":0.03047359},"labels":[],"label_agreement":null},{"id":"W1983513478","doi":"10.4103/0972-9941.38907","title":"Endoscopic thoracic sympathectomy for hyperhidrosis: Technique and results","year":2007,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Sympathectomy and Hyperhidrosis Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; McMaster University; University of Toronto","funders":"","keywords":"Hyperhidrosis; Sympathectomy; Medicine; Surgery; Anesthesia","score_opus":0.06024972274995798,"score_gpt":0.36941853019796056,"score_spread":0.30916880744800257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983513478","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":[0.25814542,0.7108696,0.016157847,0.0020732633,0.0006254792,0.00030219834,0.00039928468,0.00031840277,0.011108539],"genre_scores_gemma":[0.60927045,0.34521988,0.034189504,0.0026854915,0.0030008608,0.00024200825,0.0007588627,0.00013822124,0.0044946675],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.9997247,0.00009049242,0.000054672553,0.000031169842,0.00007508191,0.000023796636],"domain_scores_gemma":[0.99958044,0.00020877532,0.000094018804,0.000030625815,0.00004291174,0.000043258737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007413794,0.00045320363,0.0005474417,0.0005877799,0.00016624584,0.0003444824,0.00035044324,0.0005913123,0.0014093623],"category_scores_gemma":[0.0006790775,0.00010281652,0.00042462748,0.00037790244,0.00030013552,0.00047320116,0.00022592241,0.00060072297,0.00057533046],"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":[0.002423506,0.0010069914,0.024349915,0.0026794993,0.0005137042,0.008323698,0.00012990333,0.00066327635,0.035866145,0.00044201306,0.0036020738,0.9199992],"study_design_scores_gemma":[0.0021232967,0.023067601,0.430342,0.0024284401,0.0021726626,0.3881269,0.0005045908,0.0017521601,0.06899217,0.0019584934,0.078234755,0.0002970427],"about_ca_topic_score_codex":0.0001927607,"about_ca_topic_score_gemma":0.00045924616,"teacher_disagreement_score":0.0014093623,"about_ca_system_score_codex":0.00020102468,"about_ca_system_score_gemma":0.00024368246,"threshold_uncertainty_score":0.0047147274},"labels":[],"label_agreement":null},{"id":"W2006825280","doi":"10.4103/0972-9941.27723","title":"The Shouldice technique for the treatment of inguinal hernia","year":2006,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Medicine; Inguinal hernia; Dissection (medical); Surgery; Gold standard (test); Local anesthesia; Inguinal canal; Hernia; Prosthesis; Patient satisfaction; General surgery; Radiology","score_opus":0.04861140102722585,"score_gpt":0.34154029803949565,"score_spread":0.2929288970122698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006825280","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":[0.116731554,0.5165054,0.20907997,0.020131713,0.02033468,0.0005435328,0.0003770405,0.0016031266,0.11469304],"genre_scores_gemma":[0.47217828,0.23309729,0.20780481,0.01267369,0.0150154615,0.000359683,0.0004601664,0.00059085834,0.057819776],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99975604,0.000056724268,0.000022882838,0.00003381077,0.000093916395,0.00003665109],"domain_scores_gemma":[0.99973446,0.00006893534,0.000051956526,0.000040056486,0.000026655345,0.00007791874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004656128,0.0004859007,0.0004991978,0.001111987,0.0007430363,0.0004550167,0.00026287438,0.0007058921,0.005605867],"category_scores_gemma":[0.0009386216,0.00012227075,0.00062393484,0.0006139044,0.00079653825,0.00077676214,0.00063939,0.0020769404,0.0021413604],"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":[0.00041344637,0.00019776974,0.0041220975,0.0017977601,0.00009387136,0.009099131,0.00030915672,0.00032962114,0.0208408,0.009116437,0.038196992,0.915483],"study_design_scores_gemma":[0.00014158379,0.0014798025,0.027065966,0.0009841997,0.00018887842,0.35014635,0.00023406999,0.00047629772,0.008658992,0.007754472,0.6027219,0.0001473639],"about_ca_topic_score_codex":0.00025815947,"about_ca_topic_score_gemma":0.0010384569,"teacher_disagreement_score":0.005605867,"about_ca_system_score_codex":0.0001826722,"about_ca_system_score_gemma":0.00047328172,"threshold_uncertainty_score":0.018753529},"labels":[],"label_agreement":null},{"id":"W2012450942","doi":"10.4103/0972-9941.134871","title":"Enhanced recovery after surgery in laparoscopic gastric cancer surgery: Many questions, few answers","year":2014,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":6,"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; Cancer surgery; Surgery; Cancer; Laparoscopic surgery; General surgery; Laparoscopy; Internal medicine","score_opus":0.027587562557974843,"score_gpt":0.3032139251212578,"score_spread":0.27562636256328293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012450942","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":[0.0007529182,0.44412032,0.00034547344,0.5390788,0.013980734,0.000019551375,0.000080605954,0.000029002898,0.0015926613],"genre_scores_gemma":[0.015347637,0.6288593,0.0020789425,0.2053617,0.14623109,0.00011869782,0.00017443954,0.00004199793,0.0017862269],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99656844,0.001460509,0.00055484835,0.00038978527,0.0007856503,0.00024082398],"domain_scores_gemma":[0.9674155,0.021055164,0.0032833733,0.000700327,0.0049078194,0.0026377917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007769685,0.0006124907,0.0017746463,0.0009900513,0.0015456025,0.004192412,0.002003621,0.010848847,0.009575959],"category_scores_gemma":[0.035605192,0.00037356262,0.00091402343,0.001229403,0.0054275226,0.009941537,0.0029983148,0.013263008,0.0033426655],"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":[0.00041967334,0.00033873497,0.0029644237,0.009713183,0.00016114273,0.00047280887,0.00059085415,0.00015563563,0.00016979808,0.009244391,0.3253534,0.6504159],"study_design_scores_gemma":[0.00042927463,0.0007800762,0.017483808,0.06626539,0.0004429055,0.0048732036,0.015194888,0.00043363578,0.00023880864,0.06434686,0.8291869,0.00032417814],"about_ca_topic_score_codex":0.002884428,"about_ca_topic_score_gemma":0.0058348114,"teacher_disagreement_score":0.010848847,"about_ca_system_score_codex":0.0019036724,"about_ca_system_score_gemma":0.0057584583,"threshold_uncertainty_score":0.041090548},"labels":[],"label_agreement":null},{"id":"W2037738813","doi":"10.4103/0972-9941.27727","title":"Inguinal hernia repair: The total picture","year":2006,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":7,"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; Inguinal hernia; Surgery; Hernia repair; Hernia; Milestone; General surgery; Tissue repair","score_opus":0.023197480619963223,"score_gpt":0.28640368214651246,"score_spread":0.2632062015265492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037738813","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":[0.024111962,0.78548723,0.009299294,0.06813688,0.018110398,0.0000703865,0.00064493495,0.0005464193,0.093592405],"genre_scores_gemma":[0.28131768,0.59176356,0.010173958,0.029168336,0.030903487,0.00008386321,0.00083685573,0.00018440207,0.055567887],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979895,0.000030093299,0.000019676281,0.000026507445,0.000093552124,0.00003125438],"domain_scores_gemma":[0.9997894,0.000029235765,0.000030615978,0.000018539147,0.000043119446,0.00008898909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000311007,0.00065074547,0.000482101,0.0014779846,0.00055809546,0.0011167655,0.0004713114,0.0010557264,0.009692792],"category_scores_gemma":[0.0008174614,0.000240829,0.00029855987,0.0009320395,0.0007159707,0.0031660842,0.0012726967,0.0022030293,0.0030676618],"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":[0.0004236053,0.00010615127,0.008299655,0.002757167,0.00010865304,0.035011902,0.00047143776,0.0002611539,0.0046698344,0.017245272,0.26829672,0.66234845],"study_design_scores_gemma":[0.00009970658,0.0002827754,0.01407154,0.0019158293,0.00008873865,0.38498914,0.001022966,0.0002691808,0.0006453897,0.014009811,0.582536,0.00006896548],"about_ca_topic_score_codex":0.00061681226,"about_ca_topic_score_gemma":0.0012326497,"teacher_disagreement_score":0.009692792,"about_ca_system_score_codex":0.0004972282,"about_ca_system_score_gemma":0.00043065666,"threshold_uncertainty_score":0.032425582},"labels":[],"label_agreement":null},{"id":"W2048579049","doi":"10.4103/0972-9941.107106","title":"Journal of Minimal Access Surgery: Looking back and looking ahead","year":2013,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"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; General surgery; Ninth; Theme (computing); Surgery; Quarter (Canadian coin); History","score_opus":0.04047634646802654,"score_gpt":0.3075072415137968,"score_spread":0.26703089504577027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048579049","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":[0.0035988945,0.15057608,0.0017731255,0.3371845,0.49132082,0.00004521961,0.00027538277,0.00035297044,0.01487306],"genre_scores_gemma":[0.024403064,0.23466861,0.0055091046,0.0862187,0.62534374,0.000050560553,0.00046455284,0.00041126928,0.022930399],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99345946,0.0009998585,0.000868032,0.00047394002,0.0035104658,0.0006880793],"domain_scores_gemma":[0.9415246,0.009945481,0.004160582,0.001395955,0.02567581,0.017297573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008381139,0.0008364171,0.001403598,0.004416774,0.0034371319,0.015125336,0.0013405936,0.005578589,0.016970325],"category_scores_gemma":[0.0299734,0.00062250753,0.0010261309,0.0031307465,0.0027372635,0.0145957535,0.002916916,0.009340889,0.011584682],"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":[0.00013422497,0.000117521784,0.0033603592,0.0019639526,0.00004438486,0.00055865454,0.00054733787,0.00009367214,0.00097521994,0.007368311,0.8001057,0.1847308],"study_design_scores_gemma":[0.000019241235,0.00020244229,0.005345456,0.002036309,0.000038599515,0.0040783295,0.0017086698,0.00018572969,0.00036689112,0.0058008325,0.9801205,0.000097057404],"about_ca_topic_score_codex":0.000740337,"about_ca_topic_score_gemma":0.0026213462,"teacher_disagreement_score":0.016970325,"about_ca_system_score_codex":0.001868439,"about_ca_system_score_gemma":0.006895464,"threshold_uncertainty_score":0.056771457},"labels":[],"label_agreement":null},{"id":"W2050399504","doi":"10.4103/0972-9941.25669","title":"About international federation of societies of endoscopic surgeons","year":2006,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":0,"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; Russian federation; General surgery; Regional science","score_opus":0.08052741700130936,"score_gpt":0.4393666043974779,"score_spread":0.3588391873961685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050399504","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":[0.0015809136,0.04312989,0.0065179397,0.21053581,0.32358155,0.00061842904,0.0024323426,0.0016965702,0.40990654],"genre_scores_gemma":[0.0262547,0.0475808,0.009477247,0.06341567,0.12037299,0.0011488361,0.0067139114,0.001057883,0.7239779],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938564,0.0008015486,0.00056208647,0.0007932812,0.0030959,0.00089078036],"domain_scores_gemma":[0.98073304,0.001260631,0.0014268953,0.0012524823,0.009830178,0.0054967194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058407607,0.0011698339,0.0007411046,0.0025932058,0.0019057865,0.006845029,0.0015381572,0.004850482,0.07794369],"category_scores_gemma":[0.017983297,0.0004635694,0.00092795683,0.0021197058,0.0013434752,0.0034660413,0.0024037561,0.0063006193,0.08543194],"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":[0.000017234674,0.000018559926,0.00038175422,0.00014568763,0.0000050495796,0.000051953113,0.00006761149,0.00007279634,0.0001459939,0.004189854,0.91813016,0.076773345],"study_design_scores_gemma":[0.0000020286686,0.0000048871266,0.00030353747,0.00008644359,0.0000012708178,0.000057454392,0.0000233649,0.000020474312,0.000025472678,0.00046323918,0.9990074,0.000004393348],"about_ca_topic_score_codex":0.002532925,"about_ca_topic_score_gemma":0.002730855,"teacher_disagreement_score":0.07794369,"about_ca_system_score_codex":0.0022097584,"about_ca_system_score_gemma":0.010486909,"threshold_uncertainty_score":0.2607476},"labels":[],"label_agreement":null},{"id":"W2089565467","doi":"10.4103/0972-9941.15242","title":"Does laparoscopic Nissen fundoplication prevent the progression of Barrett′s oesophagus? Is the length of Barrett′s a factor?","year":2005,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; GERD; Reflux; Gastroenterology; Nissen fundoplication; Internal medicine; Barrett's esophagus; Esophagus; Reflux esophagitis; Proton-pump inhibitor; Surgery; Endoscopy; Esophagitis; Cancer; Adenocarcinoma; Disease","score_opus":0.044386078642103984,"score_gpt":0.3752010981368072,"score_spread":0.3308150194947032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089565467","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":[0.98662275,0.012172559,0.00016630221,0.000381494,0.00005798097,0.000009165159,0.00004396194,0.000009785782,0.00053602183],"genre_scores_gemma":[0.9966524,0.002634068,0.0002157498,0.0001034417,0.000119767195,0.0000031545512,0.0001149104,0.0000014174567,0.00015502781],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999224,0.0000220323,0.000012067778,0.000010743873,0.000018786528,0.000013922671],"domain_scores_gemma":[0.9994417,0.00020480901,0.00022891191,0.000019074292,0.00004081915,0.00006470466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033380758,0.00013548073,0.00039397329,0.00013874246,0.000104804196,0.0002038627,0.00015662456,0.0002684703,0.0010922961],"category_scores_gemma":[0.001521032,0.000050162325,0.00017990069,0.00014361288,0.00022777233,0.0002505195,0.000101221485,0.00016736795,0.000102378704],"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":[0.0094999205,0.0004890464,0.7927141,0.00071544165,0.00044739054,0.0008682699,0.00008828945,0.00027867442,0.006039928,0.000076257966,0.000646462,0.18813622],"study_design_scores_gemma":[0.00042899046,0.0064824168,0.9828699,0.00017529535,0.0003580021,0.004485086,0.0002436819,0.00042643578,0.0015646958,0.000087434746,0.002866308,0.00001174157],"about_ca_topic_score_codex":0.00041245198,"about_ca_topic_score_gemma":0.0010001775,"teacher_disagreement_score":0.0010922961,"about_ca_system_score_codex":0.00015697727,"about_ca_system_score_gemma":0.00018119543,"threshold_uncertainty_score":0.0036540627},"labels":[],"label_agreement":null},{"id":"W2566742887","doi":"10.4103/0972-9941.195573","title":"Systematic review and meta-analysis of single-incision versus conventional multiport laparoscopic splenectomy","year":2016,"lang":"en","type":"review","venue":"Journal of Minimal Access Surgery","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":12,"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; Meta-analysis; Surgery; Splenectomy; Laparoscopy; Internal medicine; Spleen","score_opus":0.27684638602906364,"score_gpt":0.44037769728591086,"score_spread":0.16353131125684722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566742887","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":[0.0048619104,0.9931085,0.0005539982,0.00019734011,0.00017842806,0.000412386,0.00036590185,0.000018221472,0.0003033196],"genre_scores_gemma":[0.19661176,0.7952961,0.0031507374,0.0011625217,0.0003943106,0.0021944034,0.0007751937,0.00003252357,0.00038246866],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98786503,0.0060733324,0.0034742167,0.0011015481,0.0011878987,0.00029799572],"domain_scores_gemma":[0.975875,0.017739955,0.004041077,0.0006351674,0.0014298083,0.000278983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014790903,0.0025605224,0.01748408,0.005050707,0.0006720597,0.003222337,0.0021093176,0.0022285688,0.0042417888],"category_scores_gemma":[0.03871461,0.001169796,0.032243263,0.005251819,0.0008292636,0.0020165404,0.0013455836,0.0018161037,0.00030066393],"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":[0.0031248948,0.000034493485,0.002640519,0.44518694,0.53640217,0.00010586046,0.00006245761,0.0003776665,0.00018300452,0.00013829683,0.0004312918,0.0113124475],"study_design_scores_gemma":[0.0009054844,0.00030245614,0.0028230096,0.027101526,0.9669635,0.0000816305,0.000034682274,0.00014428364,0.00011841044,0.00019354036,0.001313301,0.00001826411],"about_ca_topic_score_codex":0.004841431,"about_ca_topic_score_gemma":0.00898815,"teacher_disagreement_score":0.01748408,"about_ca_system_score_codex":0.002683343,"about_ca_system_score_gemma":0.003690652,"threshold_uncertainty_score":0.07822275},"labels":[],"label_agreement":null},{"id":"W2730699100","doi":"10.4103/jmas.jmas_129_16","title":"Can bariatric surgery delay the need for knee replacement in morbidly obese osteoarthritis patients","year":2017,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":22,"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; Osteoarthritis; Body mass index; Surgery; Weight loss; Knee replacement; Morbidly obese; Obesity; Knee pain; Physical therapy; Arthroplasty; Internal medicine","score_opus":0.036441759775762424,"score_gpt":0.30158307514712673,"score_spread":0.2651413153713643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730699100","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":[0.9954615,0.0021954572,0.00003889259,0.00079988217,0.00012124987,0.000011483434,0.000074624324,0.000003166766,0.0012935736],"genre_scores_gemma":[0.9984931,0.00079103414,0.000084240775,0.00016228543,0.00009866013,0.0000057870757,0.00011537486,9.806333e-7,0.00024849534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998386,0.00004309287,0.000019853624,0.000022158058,0.000028808034,0.000047404916],"domain_scores_gemma":[0.9987852,0.00029537844,0.0005224264,0.000021953247,0.00006600086,0.0003090498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035204805,0.00018380035,0.0003589997,0.00026222633,0.0002846669,0.0005425039,0.00019046091,0.0007000453,0.00352407],"category_scores_gemma":[0.0045630955,0.00014527793,0.00044341097,0.00029328614,0.00013464759,0.00045177486,0.00022175189,0.00064721843,0.00036095822],"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":[0.0021411742,0.0005324701,0.97481483,0.00011274085,0.00010438007,0.0004951537,0.00013126424,0.00007611945,0.00043405138,0.000036366946,0.00065612723,0.020465313],"study_design_scores_gemma":[0.000087497014,0.0008535782,0.9970752,0.000044993925,0.00008377809,0.0006533891,0.00040989477,0.00018793187,0.000058211805,0.000055632085,0.00048095646,0.000008845898],"about_ca_topic_score_codex":0.0021527316,"about_ca_topic_score_gemma":0.005815186,"teacher_disagreement_score":0.00352407,"about_ca_system_score_codex":0.00019993147,"about_ca_system_score_gemma":0.00035163818,"threshold_uncertainty_score":0.011789143},"labels":[],"label_agreement":null},{"id":"W2907961535","doi":"10.4103/jmas.jmas_219_18","title":"Early outcome of bariatric surgery for the treatment of type 2 diabetes mellitus in super-obese Malaysian population","year":2019,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"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; Surgery; Weight loss; Diabetes mellitus; Type 2 Diabetes Mellitus; Obesity; Gastric bypass; Population; Roux-en-Y anastomosis; Sleeve gastrectomy; Gastric bypass surgery; Type 2 diabetes; Blood sugar; Internal medicine; Endocrinology","score_opus":0.05026413245962206,"score_gpt":0.3131803222819859,"score_spread":0.2629161898223638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907961535","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":[0.9991648,0.00041521355,0.000023759732,0.000049812912,0.0000060207876,0.000005251895,0.00010574347,9.059272e-7,0.00022844467],"genre_scores_gemma":[0.9992866,0.0003147963,0.000040398427,0.00002289575,0.000012987596,0.0000050486747,0.00017855417,6.7558824e-7,0.00013810038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997874,0.000052078136,0.000026122278,0.000031457777,0.0000402775,0.000062689134],"domain_scores_gemma":[0.99880815,0.00011588939,0.0006852308,0.000024882836,0.000076512275,0.00028926614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032204817,0.00020959372,0.00024041331,0.00038685827,0.00033646423,0.00042707354,0.00022354742,0.00028370912,0.001394816],"category_scores_gemma":[0.0011025644,0.00013750442,0.00042066726,0.00036218416,0.00017698461,0.0003634092,0.00037457846,0.0005643393,0.0001518822],"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":[0.000118580996,0.000056721925,0.9975757,0.000021536895,0.000017583268,0.00045064514,0.00006264382,0.000021448348,0.00014177825,0.0000063693487,0.00004755852,0.0014794436],"study_design_scores_gemma":[0.000002324244,0.00018324963,0.9985085,0.000015630352,0.000010867795,0.0008943271,0.00021839689,0.00004354317,0.000040593855,0.000008302168,0.00007073073,0.0000034232141],"about_ca_topic_score_codex":0.0021026353,"about_ca_topic_score_gemma":0.0033524274,"teacher_disagreement_score":0.0021026353,"about_ca_system_score_codex":0.00027982067,"about_ca_system_score_gemma":0.00036178195,"threshold_uncertainty_score":0.00466609},"labels":[],"label_agreement":null},{"id":"W2942431882","doi":"10.4103/jmas.jmas_86_18","title":"Decreasing complication rates for one-stage conversion band to laparoscopic sleeve gastrectomy: A retrospective cohort study","year":2019,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"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; Sleeve gastrectomy; Retrospective cohort study; Body mass index; Complication; Stage (stratigraphy); Gastric banding; Cohort; Weight loss; Gastric bypass; Obesity; Internal medicine","score_opus":0.0485658958762132,"score_gpt":0.3516892163253775,"score_spread":0.3031233204491643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942431882","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":[0.99956673,0.00013366852,0.00007061553,0.000011411461,0.000003620216,0.0000073377187,0.00008712507,0.0000020187485,0.00011753457],"genre_scores_gemma":[0.9996524,0.00007857577,0.000053240394,0.000010022366,0.0000050650847,0.000009047315,0.00014812556,0.0000020097218,0.00004144085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999278,0.00016188987,0.000098691744,0.00019646056,0.00015113602,0.00011381026],"domain_scores_gemma":[0.99725634,0.00054324267,0.0013888635,0.00026272197,0.0002330168,0.00031574897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000895364,0.00025685137,0.00034009942,0.00094374653,0.0003464948,0.0005750933,0.00030800665,0.00038625777,0.0018169051],"category_scores_gemma":[0.003434469,0.00030430502,0.0006959567,0.00078209164,0.00027449575,0.00049204915,0.00031602388,0.00053670106,0.00023710208],"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":[0.000074904216,0.000018521378,0.99912363,0.0000046277883,0.000028090073,0.000116235075,0.00003567016,0.00001000433,0.00006230967,0.0000056439517,0.000029793104,0.00049063977],"study_design_scores_gemma":[0.000010492914,0.00026685058,0.9975931,0.0000072641133,0.000041849915,0.0015606958,0.00021309927,0.00010017677,0.000054871198,0.0000113756005,0.00013409862,0.000006020967],"about_ca_topic_score_codex":0.0010655026,"about_ca_topic_score_gemma":0.0011520638,"teacher_disagreement_score":0.0018169051,"about_ca_system_score_codex":0.00021268467,"about_ca_system_score_gemma":0.00032950466,"threshold_uncertainty_score":0.006078124},"labels":[],"label_agreement":null},{"id":"W3134017204","doi":"10.4103/jmas.jmas_327_20","title":"Considerations for robotic-assisted laparoscopic surgery in children","year":2021,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Minimally Invasive Surgical Techniques","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; Laparoscopy","score_opus":0.10897547811863374,"score_gpt":0.35465045875528284,"score_spread":0.2456749806366491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134017204","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":[0.14911872,0.15345146,0.028094815,0.49360472,0.011596525,0.0002942561,0.0005560546,0.00050181494,0.16278161],"genre_scores_gemma":[0.7188596,0.09529752,0.08150954,0.054073915,0.03606357,0.00044079576,0.00060693815,0.00043661264,0.012711444],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970464,0.0008239851,0.0004829182,0.00028361086,0.0009549874,0.00040807182],"domain_scores_gemma":[0.9930421,0.0029053367,0.0010918707,0.00014734843,0.00071058696,0.002102727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042369454,0.0006734732,0.00083637045,0.0014651421,0.0025231459,0.004157531,0.0016386868,0.0055235624,0.0071792747],"category_scores_gemma":[0.014950246,0.00038061535,0.0013432378,0.00062383973,0.0027324283,0.0028609326,0.0015461097,0.0077329217,0.0012156623],"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":[0.00085979735,0.0004878454,0.13117978,0.0035394973,0.00040073215,0.2073968,0.004718394,0.01010394,0.0097167455,0.05365989,0.15197584,0.42596075],"study_design_scores_gemma":[0.00010649024,0.001364641,0.09652597,0.00622832,0.00026017195,0.5249856,0.013188657,0.0028173102,0.0025339548,0.027007414,0.3246895,0.00029188942],"about_ca_topic_score_codex":0.0030554351,"about_ca_topic_score_gemma":0.012757644,"teacher_disagreement_score":0.0071792747,"about_ca_system_score_codex":0.002331576,"about_ca_system_score_gemma":0.0048067863,"threshold_uncertainty_score":0.024017036},"labels":[],"label_agreement":null},{"id":"W4410250235","doi":"10.4103/jmas.jmas_27_25","title":"Did scarless thyroidectomy meet expectations? An evaluation in the aspect of cosmesis: A single-centre prospective study","year":2025,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"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":"Cosmesis; Medicine; Thyroidectomy; Patient satisfaction; Surgery; Visual analogue scale; Chin; Prospective cohort study; Thyroid; Internal medicine; Anatomy","score_opus":0.07137260641281643,"score_gpt":0.36526522301966874,"score_spread":0.2938926166068523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410250235","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":[0.99963725,0.00011369797,0.000047166264,0.0000065505897,0.0000028992483,0.000031255255,0.000038341004,6.9643033e-7,0.00012219833],"genre_scores_gemma":[0.99964297,0.000062927735,0.000056789628,0.000023132498,0.000009176051,0.000032659344,0.00008650337,8.3347663e-7,0.000085063155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990434,0.00031911506,0.00014107146,0.00015569491,0.00021565879,0.00012499574],"domain_scores_gemma":[0.9959947,0.0009268841,0.001932369,0.00021249542,0.0003447724,0.000588746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016155243,0.0003198055,0.0006231878,0.00052296254,0.00042604885,0.0006455,0.00032231727,0.0005852646,0.0023365726],"category_scores_gemma":[0.0030775517,0.0003328168,0.0008030556,0.000657611,0.00048694492,0.0005892102,0.0004406712,0.00045653174,0.00049241696],"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":[0.0013454868,0.0008498372,0.9945379,0.000058545753,0.000085915475,0.00038355513,0.0003897276,0.000024269444,0.00040419112,0.00001861399,0.000044576696,0.0018573988],"study_design_scores_gemma":[0.0001807277,0.013595989,0.9814047,0.000021463122,0.000091055,0.0023607987,0.001734263,0.00013861421,0.00013100097,0.0000301895,0.0002950908,0.000016044873],"about_ca_topic_score_codex":0.0005349702,"about_ca_topic_score_gemma":0.00066131103,"teacher_disagreement_score":0.0023365726,"about_ca_system_score_codex":0.00026265718,"about_ca_system_score_gemma":0.0003524885,"threshold_uncertainty_score":0.008543789},"labels":[],"label_agreement":null},{"id":"W7117566520","doi":"10.4103/jmas.jmas_157_25","title":"Does training on robotic virtual reality simulators improve the post-training robotic surgical skills of surgeons? A systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Minimal Access Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"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":"Virtual reality; Surgical simulation; Training (meteorology); Surgical robot; Simulation training; Curriculum; Dreyfus model of skill acquisition","score_opus":0.08423070794888225,"score_gpt":0.36386520105185327,"score_spread":0.279634493102971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117566520","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":[0.003639521,0.9946583,0.00043856187,0.00018536375,0.00013301976,0.00044760449,0.000294967,0.000017586854,0.00018500417],"genre_scores_gemma":[0.10171441,0.89152545,0.0023854733,0.000806023,0.0002366933,0.002549995,0.0005368157,0.000023291763,0.00022187892],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9831881,0.007165776,0.005979789,0.0013825501,0.0018941866,0.00038967174],"domain_scores_gemma":[0.9557396,0.032564957,0.007313373,0.001160822,0.0028545507,0.0003666151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023279248,0.0026302438,0.02056321,0.008048192,0.0008074955,0.0037522877,0.0026019649,0.00268435,0.003516885],"category_scores_gemma":[0.06453971,0.0017229641,0.03573291,0.008739579,0.0010749082,0.0022814807,0.0016804609,0.001714223,0.00029785876],"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":[0.0012491358,0.00004152904,0.002452439,0.698657,0.2819118,0.00008162932,0.00013544255,0.0002807171,0.00014525876,0.000109783934,0.0003622927,0.014572991],"study_design_scores_gemma":[0.00065952976,0.0004499316,0.004150144,0.1120221,0.88013536,0.000113952934,0.00009903651,0.00013293042,0.00019155402,0.00017442206,0.0018354934,0.000035494504],"about_ca_topic_score_codex":0.0071988977,"about_ca_topic_score_gemma":0.014301099,"teacher_disagreement_score":0.023279248,"about_ca_system_score_codex":0.003945073,"about_ca_system_score_gemma":0.007008413,"threshold_uncertainty_score":0.12311393},"labels":[],"label_agreement":null}]}