{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":23,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":23,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"d1056e376ca5","filters":{"venue":"Bariatric Surgical Practice and Patient Care"}},"results":[{"id":"W2398883097","doi":"10.1089/bari.2014.0049","title":"Initial Weight Loss after Restrictive Bariatric Procedures May Predict Mid-Term Weight Maintenance: Results From a 12-Month Pilot Trial","year":2015,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Weight loss; Laparoscopic adjustable gastric banding; Excess weight; Surgery; Gastric bypass; Morbidly obese; Morbid obesity; Sleeve gastrectomy; Balloon; Cutoff; Obesity; Internal medicine","authors":[{"name":"Marko Nikolić","is_ca":false},{"name":"Ivan Kruljac","is_ca":false},{"name":"Lora Kirigin","is_ca":true},{"name":"Gorana Mirošević","is_ca":false},{"name":"Neven Ljubičić","is_ca":false},{"name":"Borka Pezo-Nikolić","is_ca":false},{"name":"Miroslav Bekavac‐Beslin","is_ca":false},{"name":"Ivan Budimir","is_ca":false},{"name":"Milan Vrkljan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02756091848059438,"gpt":0.2872048916714624,"spread":0.259643973190868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009120759,0.0007366395,0.001188053,0.0004929813,0.0002623218,0.0001530795,0.0002428138,0.0005937417,0.0001570049],"category_scores_gemma":[0.008007795,0.000550947,0.0003994901,0.001114593,0.0001752156,0.0009372363,0.0003014603,0.001109838,0.00007254665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003661645,"about_ca_system_score_gemma":0.001460835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042606,"about_ca_topic_score_gemma":0.00005985349,"domain_scores_codex":[0.9937136,0.001012814,0.001438973,0.001398662,0.001523364,0.0009126099],"domain_scores_gemma":[0.9914726,0.004786432,0.0008233691,0.0008182556,0.0009692886,0.001130047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8637209,0.002259277,0.06350868,0.0002102938,0.0008022557,0.01160821,0.007239425,0.00001052368,0.000002934876,0.000275271,0.03158668,0.01877553],"study_design_scores_gemma":[0.3305631,0.02134278,0.06025402,0.0005161486,0.006637694,0.001605695,0.005006319,0.00006821926,0.0001463183,0.0003953643,0.5713092,0.002155119],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346586,0.01355169,0.0000486435,0.00389394,0.006023401,0.003449993,0.0009425567,0.000318879,0.03711232],"genre_scores_gemma":[0.9905936,0.002139992,0.0006116555,0.0008329719,0.00442975,0.0002736152,0.0005738153,0.00007626061,0.000468367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5397225,"threshold_uncertainty_score":0.9996942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W156407449","doi":"10.1089/bari.2014.0001","title":"Body Image After Bariatric Surgery: A Qualitative Study","year":2014,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; Dalhousie University; Toronto Metropolitan University","funders":"","keywords":"Perception; Medicine; Cognition; Coping (psychology); Psychology; Surgery; Developmental psychology; Clinical psychology; Psychiatry","authors":[{"name":"Kathleen Lyons","is_ca":true},{"name":"Brad A. Meisner","is_ca":true},{"name":"Sanjeev Sockalingam","is_ca":true},{"name":"Stephanie E. Cassin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01527246800221467,"gpt":0.3072984055333343,"spread":0.2920259375311197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001471982,0.0003075218,0.0007032922,0.0002996919,0.0001845589,0.0001002087,0.00005625227,0.0001610003,0.0001799994],"category_scores_gemma":[0.002941842,0.0002443423,0.0002499208,0.0005606459,0.00005773791,0.0003720548,0.00009883622,0.0004498922,0.0000868382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006685795,"about_ca_system_score_gemma":0.0001629367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004185659,"about_ca_topic_score_gemma":0.00000680996,"domain_scores_codex":[0.9961252,0.001585911,0.0006124683,0.000600957,0.0006487711,0.0004267178],"domain_scores_gemma":[0.9917828,0.006644646,0.0002473484,0.0004349118,0.0005146625,0.0003756051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02493803,0.008891532,0.306163,0.001325407,0.001812728,0.01234911,0.3407575,0.000004784541,0.00004385342,0.001135321,0.02579135,0.2767874],"study_design_scores_gemma":[0.01230656,0.008323809,0.1138141,0.0002597315,0.004684728,0.0007460004,0.3632053,0.0001925521,0.00004476773,0.0001309294,0.4942225,0.002068985],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825385,0.003695861,0.00005464076,0.0009239999,0.0005508807,0.0006851223,0.00001386792,0.0001153428,0.01142177],"genre_scores_gemma":[0.9980372,0.0001548899,0.0002947372,0.000507466,0.0007063417,0.0001019178,0.00003264249,0.00003730281,0.0001275358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4684312,"threshold_uncertainty_score":0.9963989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2404856283","doi":"10.1089/bari.2013.0012","title":"Management of Failed Laparoscopic Roux-en-Y Gastric Bypass","year":2014,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Medicine; Roux-en-Y anastomosis; Biliopancreatic Diversion; Duodenal switch; Gastric bypass; Gold standard (test); Surgery; General surgery; Weight loss; Laparoscopy; Population; Sleeve gastrectomy; Gastric banding; Obesity; Internal medicine","authors":[{"name":"Ahmad Elnahas","is_ca":true},{"name":"Timothy Jackson","is_ca":true},{"name":"Dennis Hong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009431469487196751,"gpt":0.2630104730048415,"spread":0.2535790035176447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004116331,0.0002189719,0.0005268618,0.0001786839,0.00009504508,0.00002442958,0.00007958808,0.0001591778,0.0001549425],"category_scores_gemma":[0.0004124541,0.000170785,0.0001594331,0.0005833034,0.00003890093,0.0001999655,0.0001128853,0.0002692156,0.00003205773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005004794,"about_ca_system_score_gemma":0.00004673109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005806603,"about_ca_topic_score_gemma":6.147698e-7,"domain_scores_codex":[0.9979658,0.0003582241,0.0005182152,0.0003754217,0.0004821746,0.000300184],"domain_scores_gemma":[0.9971715,0.001794846,0.0002659872,0.0003528134,0.0001995514,0.0002153191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00396201,0.001258924,0.33079,0.00223567,0.001026938,0.001467871,0.003230317,0.00005389451,0.0000231163,0.01656746,0.002443646,0.6369401],"study_design_scores_gemma":[0.0176794,0.004319032,0.2422895,0.0004061141,0.005013885,0.0007022838,0.0171182,0.0002596387,0.0003438357,0.0001986086,0.7106785,0.000991059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437482,0.005512977,0.0002316281,0.001139729,0.0008021802,0.000686807,0.00001156047,0.00008386422,0.0477831],"genre_scores_gemma":[0.9962765,0.0009856886,0.001997788,0.0002988303,0.000173159,0.00002289743,0.00003329662,0.00001926704,0.0001925724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7082348,"threshold_uncertainty_score":0.696441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1668728643","doi":"10.1089/bari.2014.0007","title":"Lithium Toxicity Following Roux-en-Y Gastric Bypass","year":2014,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Women's College Hospital","funders":"","keywords":"Medicine; Toxicity; Lithium (medication); Gastric bypass surgery; Acute kidney injury; Gastroenterology; Surgery; Gastric bypass; Internal medicine; Anesthesia; Weight loss; Obesity","authors":[{"name":"Kate Walsh","is_ca":true},{"name":"Jason Volling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01072773012199613,"gpt":0.2652679826963585,"spread":0.2545402525743624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007611501,0.0003018139,0.0005886666,0.0002088073,0.0002495683,0.00007546882,0.00009080815,0.0002860339,0.000120527],"category_scores_gemma":[0.00330875,0.0002374904,0.0003441115,0.0006985058,0.00003110587,0.000419292,0.00012248,0.0005629819,0.00006609523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009547367,"about_ca_system_score_gemma":0.000122913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001188405,"about_ca_topic_score_gemma":0.000002213977,"domain_scores_codex":[0.9972229,0.0006382373,0.0005320236,0.0005292321,0.0006110365,0.0004665975],"domain_scores_gemma":[0.9941951,0.004584598,0.0002210704,0.0003871651,0.0002035822,0.0004084652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003666915,0.001336568,0.3974442,0.0005712667,0.0008365358,0.002882435,0.007052038,0.00005291817,0.0001221428,0.005403704,0.008335256,0.5722961],"study_design_scores_gemma":[0.006233591,0.002328201,0.04775239,0.00009927005,0.002172058,0.001448647,0.006141537,0.0002571723,0.000186819,0.0001130812,0.9324651,0.0008020818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406227,0.006012301,0.0004113129,0.003099492,0.001788697,0.0005783087,0.00001039671,0.000190412,0.04728634],"genre_scores_gemma":[0.9957262,0.0002812507,0.001365768,0.001658124,0.0006532513,0.00002082053,0.00003995037,0.00003026149,0.0002243762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9241299,"threshold_uncertainty_score":0.9684577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076053650","doi":"10.1089/bari.2013.9999","title":"Unrealistic Weight Loss Goals and Expectations Among Bariatric Surgery Candidates: The Impact on Pre- and Postsurgical Weight Outcomes","year":2013,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Regina Qu'Appelle Health Region; University of Regina","funders":"","keywords":"Weight loss; Medicine; Weight gain; Weight Loss Surgery; Body weight; Obesity; Weight change; Surgery; Gastric bypass; Internal medicine","authors":[{"name":"Bethany L. Gelinas","is_ca":true},{"name":"Chelsea A. Delparte","is_ca":true},{"name":"Regan Hart","is_ca":true},{"name":"Kristi D. Wright","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01101579285207211,"gpt":0.2801362510216438,"spread":0.2691204581695717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005082808,0.0005687633,0.0009992023,0.0003890805,0.0005610912,0.0002543227,0.0001046953,0.0003340692,0.0003490806],"category_scores_gemma":[0.002093365,0.0003130699,0.0003396773,0.0007625195,0.0002540146,0.0006692988,0.0001508985,0.0006537937,0.00004055595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067004,"about_ca_system_score_gemma":0.0002053393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002822525,"about_ca_topic_score_gemma":0.00001378393,"domain_scores_codex":[0.9963943,0.0007360881,0.000846843,0.0007389965,0.0006534763,0.0006302379],"domain_scores_gemma":[0.9791415,0.01889926,0.0004117588,0.0005072689,0.000360606,0.0006796241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009537012,0.0002689447,0.9774429,0.00009764839,0.000359288,0.0004478737,0.002415626,0.000007323731,0.000001162295,0.0006724913,0.003346416,0.01398663],"study_design_scores_gemma":[0.00210456,0.00058602,0.985499,0.00006185801,0.001018208,0.0008002481,0.00287127,0.0001612718,0.000008515927,0.0001183755,0.006280658,0.0004900747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812523,0.01016871,0.000007627423,0.003966613,0.0004596698,0.001178902,0.00007166879,0.00009080481,0.00280375],"genre_scores_gemma":[0.995427,0.003061084,0.00006553524,0.000659645,0.0003219832,0.0001402852,0.0001183457,0.00004587756,0.0001602764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01816317,"threshold_uncertainty_score":0.9999321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2285183167","doi":"10.1089/bari.2015.0047","title":"Do Behavioral Interventions Delivered Before Bariatric Surgery Impact Weight Loss in Adults? A Systematic Scoping Review","year":2016,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Weight loss; Psychological intervention; Systematic review; Weight management; MEDLINE; Obesity; Physical therapy; Sham surgery; Weight Loss Surgery; Protocol (science); Intervention (counseling); Surgery; Alternative medicine; Psychiatry; Internal medicine; Gastric bypass","authors":[{"name":"Rebecca Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03292770393148523,"gpt":0.3458919382869258,"spread":0.3129642343554406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00130717,0.0004474766,0.00162563,0.0005901405,0.0001501236,0.00005332494,0.0001259168,0.0002780796,0.0006334933],"category_scores_gemma":[0.003396935,0.0002688637,0.001060357,0.001318869,0.00006053493,0.0007659001,0.000145302,0.0003816907,0.00006980451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003346734,"about_ca_system_score_gemma":0.0004306084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003263886,"about_ca_topic_score_gemma":0.0000399043,"domain_scores_codex":[0.9952025,0.001022559,0.001826873,0.0006783628,0.000669124,0.0006005874],"domain_scores_gemma":[0.992826,0.004859968,0.0007888165,0.0005907141,0.0005034564,0.0004309748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002408033,0.001385158,0.6708003,0.2379484,0.000370037,0.004334086,0.00188783,0.000001272955,0.000001157996,0.000205961,0.001062264,0.07959551],"study_design_scores_gemma":[0.00965834,0.002601666,0.0704902,0.9014553,0.00685939,0.004231501,0.002537659,0.00001222872,0.000009501538,0.00004444617,0.000720365,0.001379369],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6945152,0.2994112,0.00003723651,0.001367548,0.0008020534,0.003308261,0.00006587108,0.0001027459,0.0003899211],"genre_scores_gemma":[0.9563611,0.04272027,0.0001215916,0.0002550511,0.0001938891,0.0002187988,0.00005988678,0.00003997399,0.00002951007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.663507,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810638035","doi":"10.1089/bari.2018.0005","title":"Efficacy of Intravenous Acetaminophen in Length of Stay and Postoperative Pain Control in Laparoscopic Roux-en-Y Gastric Bypass Surgery Patients","year":2018,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Mallinckrodt Pharmaceuticals; American Society for Metabolic and Bariatric Surgery","keywords":"Medicine; Nausea; Acetaminophen; Anesthesia; Placebo; Narcotic; Surgery; Gastric bypass surgery; Adverse effect; Randomized controlled trial; Opioid; Roux-en-Y anastomosis; Analgesic; Gastric bypass; Weight loss; Internal medicine; Obesity","authors":[{"name":"Matthew Lange","is_ca":false},{"name":"Christina W. Lee","is_ca":false},{"name":"Tara Knisely","is_ca":false},{"name":"Perla Subbaiah","is_ca":false},{"name":"Kimberly Barber","is_ca":false},{"name":"Michael Kia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007945962412926043,"gpt":0.2453398657323701,"spread":0.237393903319444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009586469,0.0001786107,0.0006067332,0.0003051831,0.00003745053,0.00001079319,0.00004738455,0.0001223993,0.00002849092],"category_scores_gemma":[0.001455934,0.0001449682,0.00005501341,0.0004585803,0.0001027066,0.0001433956,0.00003700758,0.0002072931,0.000001782292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006427302,"about_ca_system_score_gemma":0.00008983543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004358265,"about_ca_topic_score_gemma":0.00002629116,"domain_scores_codex":[0.9973801,0.00116557,0.0005981138,0.0002970227,0.0003171739,0.0002419954],"domain_scores_gemma":[0.9948078,0.004388576,0.0002754024,0.0001720514,0.0002535632,0.0001026513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003159822,0.0008920241,0.927046,0.0002112285,0.00007148211,0.000145785,0.00702692,0.000009025554,0.00001095742,0.0001053384,0.00009151142,0.06122988],"study_design_scores_gemma":[0.01204096,0.005550154,0.9675724,0.0002528697,0.000297438,0.00002289358,0.007230344,0.0001974868,0.0000447321,0.000009645284,0.006543828,0.0002372859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968415,0.00147095,0.00002807311,0.0003431498,0.00004904051,0.000709739,0.000007220736,0.000007473267,0.000542863],"genre_scores_gemma":[0.9988862,0.000338575,0.0001525629,0.0005108682,0.00003945667,0.00001827071,0.00002966083,0.0000126071,0.00001179702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06099259,"threshold_uncertainty_score":0.5911631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738361049","doi":"10.1089/bari.2017.0015","title":"The Role of Quality of Life Instruments in Obesity Management: Review","year":2017,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Diet and metabolism studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Management of obesity; Obesity; Gerontology; Internal medicine; Weight loss","authors":[{"name":"Roberto Accardi","is_ca":false},{"name":"Antonella Delle Fave","is_ca":false},{"name":"Silvia Ronchi","is_ca":false},{"name":"Stefano Terzoni","is_ca":false},{"name":"Emanuela Racaniello","is_ca":false},{"name":"Anne Destrebecq","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.025145031137949,"gpt":0.3263877612065491,"spread":0.3012427300686001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005329982,0.00008081812,0.0003769333,0.00002825054,0.0001445721,0.00001083715,0.00009004973,0.00003540709,0.000009154688],"category_scores_gemma":[0.001539299,0.00005061892,0.00007665303,0.00008334349,0.00007488122,0.0001276922,0.0001756266,0.0001043229,0.000001912207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009659971,"about_ca_system_score_gemma":0.00003103675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003597596,"about_ca_topic_score_gemma":0.00001218668,"domain_scores_codex":[0.9988856,0.000155199,0.0004173549,0.0001339939,0.0002942168,0.0001136661],"domain_scores_gemma":[0.9986429,0.0002939012,0.0004808207,0.0003473076,0.0001745141,0.00006057525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008218751,0.0003218776,0.4067118,0.002240612,0.0001688683,0.00001490145,0.0009727597,9.337771e-8,0.000002372529,0.006754735,0.0001680747,0.581822],"study_design_scores_gemma":[0.001932701,0.0001863453,0.6725203,0.0004694696,0.0004609165,0.00000180158,0.00589542,0.000001010048,0.0000165953,0.0001358577,0.3182961,0.00008344567],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7004649,0.2019679,1.898855e-7,0.000890048,0.0001665015,0.0005118966,0.000008172732,0.000004140053,0.09598627],"genre_scores_gemma":[0.8672337,0.132507,0.0000599178,0.000133114,0.00002228591,0.00001128643,0.000003079638,0.000003083445,0.00002651613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5817385,"threshold_uncertainty_score":0.206418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2603005960","doi":"10.1089/bari.2016.0043","title":"Bariatric Surgery Recipients' Needs and Perspectives on Maintaining Long-Term Health and Well-Being","year":2017,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Mentorship; Test (biology); Descriptive statistics; Family medicine; Surgery; Medical education","authors":[{"name":"Rebecca Liu","is_ca":true},{"name":"Jennifer D. Irwin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02765639365320651,"gpt":0.3046845402519182,"spread":0.2770281465987117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009870192,0.0003849052,0.0008277536,0.0005280057,0.001261209,0.0003137301,0.0000933043,0.000238605,0.00006411724],"category_scores_gemma":[0.003055644,0.0003187319,0.0001754867,0.0003237969,0.0001596481,0.000629228,0.0002346952,0.0006209376,0.00001118663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338461,"about_ca_system_score_gemma":0.0002604951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002587324,"about_ca_topic_score_gemma":0.000004662999,"domain_scores_codex":[0.9972027,0.0004238203,0.000594664,0.000713206,0.000500434,0.000565187],"domain_scores_gemma":[0.9933959,0.004463288,0.0006246965,0.0005733671,0.0002221566,0.0007206359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002202041,0.0002031709,0.8247856,0.0002192688,0.0001598885,0.0007147887,0.01370834,8.764234e-7,5.497903e-7,0.00231198,0.0004106211,0.1552828],"study_design_scores_gemma":[0.004696117,0.002739353,0.9156857,0.0004643504,0.0008313824,0.001817412,0.0501345,0.00003047268,0.000009875088,0.00009444814,0.02263868,0.0008577317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618864,0.02202633,0.00001592363,0.006027813,0.0007988998,0.0005486769,0.000006604225,0.00007068411,0.008618665],"genre_scores_gemma":[0.9843636,0.01355296,0.0001978914,0.001194319,0.0005068855,0.00001740544,0.000030124,0.00003859745,0.00009821901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1544251,"threshold_uncertainty_score":0.9999264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2273697938","doi":"10.1089/bari.2015.0048","title":"Bridging the Gap: Patient Experiences Following Transfer of Care from a Pediatric Obesity Management Program to an Adult Bariatric Surgery Program","year":2016,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; SickKids Foundation; Toronto Western Hospital; York University; University of Toronto","funders":"","keywords":"Psychosocial; Medicine; Young adult; Health care; Adult care; Obesity; Grounded theory; Gerontology; Weight management; Context (archaeology); Population; Pediatrics; Psychiatry; Qualitative research; Weight loss","authors":[{"name":"Marlene Taube‐Schiff","is_ca":true},{"name":"Shira Yufe","is_ca":true},{"name":"Elizabeth Dettmer","is_ca":true},{"name":"Norma Mammone D’Agostino","is_ca":true},{"name":"Sanjeev Sockalingam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03840074102106356,"gpt":0.3711835893332783,"spread":0.3327828483122148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006570658,0.0004754415,0.0007213838,0.0003439574,0.001201823,0.0000593329,0.0003400247,0.0003778895,0.0001169676],"category_scores_gemma":[0.0006791953,0.0002888524,0.00036995,0.001394517,0.00005600329,0.0006159049,0.000274316,0.0006637248,0.00003918221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211326,"about_ca_system_score_gemma":0.0004704557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555919,"about_ca_topic_score_gemma":0.0001338356,"domain_scores_codex":[0.9931014,0.002231797,0.001458612,0.0009665096,0.001173756,0.001067894],"domain_scores_gemma":[0.9936296,0.003696362,0.0004671893,0.000676561,0.0008541233,0.0006761695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006485066,0.0005260301,0.2576113,0.0006978212,0.00006524465,0.0001311913,0.08634806,0.000002109475,5.212628e-7,0.0001360482,0.0008686195,0.6529645],"study_design_scores_gemma":[0.005470672,0.006022788,0.09681128,0.0009643036,0.002369589,0.0000151004,0.7277048,0.0000517028,0.00002349939,0.00005882785,0.1585606,0.001946833],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824488,0.006912705,0.0001788409,0.001768313,0.00176908,0.005663595,0.0001258348,0.0002649674,0.0008678445],"genre_scores_gemma":[0.9935682,0.001943168,0.0009500192,0.0005788457,0.001060936,0.001742477,0.00008887304,0.00005328928,0.00001418246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6510177,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2737644548","doi":"10.1089/bari.2017.0017","title":"Italian Version of the Laval Questionnaire: Validity and Reliability","year":2017,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Cronbach's alpha; Quality of life (healthcare); Body mass index; Obesity; Population; Observational study; Construct validity; Physical therapy; Surgery; Psychometrics; Patient satisfaction; Internal medicine; Clinical psychology; Environmental health","authors":[{"name":"Roberto Accardi","is_ca":false},{"name":"Silvia Ronchi","is_ca":false},{"name":"Emanuela Racaniello","is_ca":false},{"name":"Stefano Terzoni","is_ca":false},{"name":"Anne Destrebecq","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01792734331490826,"gpt":0.2858798852541636,"spread":0.2679525419392554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004504151,0.0001190426,0.0002573253,0.00003134157,0.0004520355,0.00004076795,0.00008231935,0.0001351853,0.00002861799],"category_scores_gemma":[0.00516745,0.00007452128,0.0001189391,0.00008858243,0.000156673,0.0002898466,0.0001867943,0.0002360232,0.000003200286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003142297,"about_ca_system_score_gemma":0.00009896991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006076999,"about_ca_topic_score_gemma":0.000004932724,"domain_scores_codex":[0.9987695,0.0002673176,0.0002595861,0.0002507085,0.0003163042,0.0001365453],"domain_scores_gemma":[0.9977829,0.001011695,0.0003098824,0.0005287474,0.0002389087,0.000127818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007751859,0.000130371,0.9776966,0.0001739262,0.00002228369,0.00005361761,0.0007899701,0.000001269493,0.000005606024,0.0002537892,0.0007302057,0.01936716],"study_design_scores_gemma":[0.001552573,0.0004144772,0.9392439,0.000078388,0.0005263565,0.0001663042,0.001007691,0.00001682574,0.000175953,0.000120786,0.05656442,0.0001323612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889861,0.001337743,0.000002343412,0.004195836,0.0007126746,0.0002793901,0.00001510691,0.00001647999,0.004454336],"genre_scores_gemma":[0.9989768,0.0005450193,0.000139901,0.0001509769,0.0001150448,0.000003737172,0.000004068489,0.000006600735,0.00005787327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05583422,"threshold_uncertainty_score":0.6186293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2600451384","doi":"10.1089/bari.2016.0046","title":"Different Quality of Life Outcomes Between Roux-en-Y Gastric Bypass and Laparoscopic Adjustable Gastric Banding","year":2017,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Weight loss; Gastric banding; Gastric bypass; Laparoscopic adjustable gastric banding; Psychological intervention; Gastric bypass surgery; Surgery; Cohort; Obesity; Physical therapy; Internal medicine","authors":[{"name":"Roberto Accardi","is_ca":false},{"name":"Ezio Lattuada","is_ca":false},{"name":"Emanuela Racaniello","is_ca":false},{"name":"Silvia Ronchi","is_ca":false},{"name":"Stefano Terzoni","is_ca":false},{"name":"Anne Destrebecq","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04270139754835386,"gpt":0.3332329016854481,"spread":0.2905315041370942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006971747,0.0003636202,0.001291952,0.0002481752,0.0004954885,0.000129922,0.0001590089,0.0002682915,0.00008052496],"category_scores_gemma":[0.005290248,0.0002649874,0.0002246545,0.0002450329,0.0001149539,0.0005359536,0.0003011298,0.0004984437,0.000005395905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007843538,"about_ca_system_score_gemma":0.000148947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006861587,"about_ca_topic_score_gemma":0.000008007494,"domain_scores_codex":[0.9969163,0.0005354337,0.0009112864,0.0005334222,0.0006417325,0.0004618053],"domain_scores_gemma":[0.9921855,0.005491004,0.000918088,0.0006432856,0.0002514282,0.0005107431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004827803,0.0002023382,0.9822998,0.0003683062,0.0002284524,0.00005410687,0.0005628607,0.000001397276,0.000008918943,0.0003197622,0.0001284449,0.01534281],"study_design_scores_gemma":[0.005108238,0.0005695965,0.9867333,0.00006207292,0.000988657,0.0000491982,0.00240951,0.000009857757,0.00004219854,0.00003139015,0.003714849,0.0002811624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899786,0.005433368,0.00005306289,0.001276635,0.0004904438,0.0005196781,0.0000624803,0.00004361355,0.002142106],"genre_scores_gemma":[0.9978074,0.001221145,0.0003371512,0.0001755119,0.0002658022,0.00001840245,0.0000413794,0.00002492947,0.0001083142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01506165,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125232943","doi":"10.1089/bari.2014.0037","title":"Examining the Barriers to Accessing Body Contouring Surgery: A Qualitative Study","year":2015,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Western Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Grounded theory; Body contouring; Qualitative research; Surgery; General surgery; Weight loss; Obesity","authors":[{"name":"Carrol Zhou","is_ca":true},{"name":"Arash Azin","is_ca":true},{"name":"Ebaa Al‐Ozairi","is_ca":false},{"name":"Allan Okrainec","is_ca":true},{"name":"Raed Hawa","is_ca":true},{"name":"Sanjeev Sockalingam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07749680036557792,"gpt":0.3605525649244695,"spread":0.2830557645588915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002361948,0.0002241503,0.0004947869,0.0001769322,0.0003563561,0.0001680735,0.00008035541,0.00008889187,0.00003183409],"category_scores_gemma":[0.009744652,0.0001503101,0.00009557813,0.0005159735,0.00004697138,0.0003559049,0.0001396332,0.0003793352,0.00001442433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100065,"about_ca_system_score_gemma":0.0004867137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006636117,"about_ca_topic_score_gemma":0.00001136714,"domain_scores_codex":[0.996752,0.001284414,0.0004787028,0.0004372474,0.0006812713,0.0003663315],"domain_scores_gemma":[0.9919124,0.006163576,0.0002093468,0.0003383333,0.0005263151,0.0008499983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004113249,0.0004464959,0.1472117,0.00009555586,0.0004665392,0.002837307,0.7478165,0.00003538398,0.00001070287,0.0001085858,0.009395068,0.08746297],"study_design_scores_gemma":[0.00176822,0.001187578,0.004575673,0.00009753947,0.0004553557,0.000120189,0.928835,0.00003003221,0.00001532948,0.000008155444,0.0626192,0.0002877786],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864898,0.003139307,0.00002356621,0.001584706,0.000565421,0.0006869797,0.000005022534,0.00007497735,0.007430248],"genre_scores_gemma":[0.9982726,0.00002866051,0.0001184697,0.0009133298,0.0004960098,0.00006351518,0.000008459307,0.00002584043,0.00007313488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1810185,"threshold_uncertainty_score":0.9985967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3023408127","doi":"10.1089/bari.2019.0073","title":"Influence of <i>Helicobacter pylori</i> Infection on Outcomes After Bariatric Surgery: A Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"Bariatric Surgical Practice and Patient Care","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Cochrane Library; Odds ratio; Meta-analysis; Confidence interval; Helicobacter pylori; Internal medicine; Helicobacter pylori infection; MEDLINE; Surgery; Gastroenterology","authors":[{"name":"Xiaoyang Qi","is_ca":false},{"name":"Yu Gong","is_ca":false},{"name":"Yuwen Jiao","is_ca":false},{"name":"Jie Zhao","is_ca":false},{"name":"Yan Zhou","is_ca":false},{"name":"Xiaohan Cui","is_ca":false},{"name":"Song Li","is_ca":false},{"name":"Haojun Yang","is_ca":false},{"name":"Jun Qian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04021588694281625,"gpt":0.3178603513192607,"spread":0.2776444643764444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000748353,0.0009538478,0.0129783,0.000831757,0.0001011928,0.00004519309,0.0001076465,0.0005144207,0.00005627726],"category_scores_gemma":[0.004096335,0.0005813822,0.003055998,0.002381862,0.00009890638,0.0002784543,0.0002422072,0.001041425,0.00003951123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303557,"about_ca_system_score_gemma":0.0001812805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001249497,"about_ca_topic_score_gemma":0.000007427843,"domain_scores_codex":[0.9932219,0.002111248,0.002522614,0.001011317,0.0007188665,0.0004140845],"domain_scores_gemma":[0.9907041,0.00523669,0.00216961,0.0007645001,0.0007626477,0.0003624761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002232815,0.000219432,0.005187997,0.7463376,0.2416854,0.0005731341,0.0003338071,0.000002403286,4.181155e-9,0.000008760355,0.0001402565,0.00528789],"study_design_scores_gemma":[0.0003091345,0.0005501712,0.0008315294,0.00892826,0.8583223,0.0002957182,0.0000365234,2.771563e-7,2.779939e-8,3.726728e-7,0.130387,0.0003387434],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001412984,0.993588,0.000001769166,0.001133339,0.00009048316,0.003405214,0.000223203,0.00005547784,0.00008952976],"genre_scores_gemma":[0.008008683,0.9880034,0.00003408043,0.002793349,0.00004701004,0.0009077493,0.0001292762,0.00005702324,0.00001938986],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7374094,"threshold_uncertainty_score":0.9996638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977075722","doi":"10.1089/bari.2019.0015","title":"Abdominal Panniculectomy After Bariatric Surgery: An Unmet Need in the Bariatric Population","year":2019,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Surgery; Abdominoplasty; Weight loss; General surgery; Specialty; Gastric bypass; Plastic surgery; Obesity; Family medicine","authors":[{"name":"Francesca Seal","is_ca":true},{"name":"Isaiah MacDonald","is_ca":true},{"name":"Christopher de Gara","is_ca":true},{"name":"David Lesniak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01132129708787559,"gpt":0.2592827197070454,"spread":0.2479614226191698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303142,0.0003225422,0.0006338526,0.0005318951,0.0001402631,0.0001355256,0.000110421,0.0002916561,0.0002281284],"category_scores_gemma":[0.0007434126,0.0002245154,0.00025814,0.001355162,0.00002557997,0.0006449966,0.00006165738,0.0006465031,0.00006369216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193283,"about_ca_system_score_gemma":0.0002003674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001683622,"about_ca_topic_score_gemma":0.00003004895,"domain_scores_codex":[0.9963861,0.001048022,0.0007011925,0.0006068975,0.0007532526,0.0005045036],"domain_scores_gemma":[0.9953406,0.003352291,0.0002717994,0.0005626756,0.0002353539,0.0002372716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005226084,0.0005888694,0.9310738,0.0002171689,0.00007930779,0.001316847,0.003278177,0.00004082234,0.000006705121,0.0002807288,0.0008960063,0.05699546],"study_design_scores_gemma":[0.004500864,0.001407618,0.9227303,0.0001119954,0.0010018,0.0007429365,0.01062727,0.0005281591,0.000004785997,0.00005894826,0.057527,0.0007583683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987985,0.006104294,0.000006747578,0.001137884,0.000669666,0.0008506848,0.00001062509,0.0000590762,0.003176096],"genre_scores_gemma":[0.9975998,0.0003384239,0.000181064,0.0008716341,0.0007066553,0.00006921245,0.000148783,0.00003380104,0.00005064114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.056631,"threshold_uncertainty_score":0.9155473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135261565","doi":"10.1089/bari.2021.0004","title":"Resection of Fibrous Pseudocapsule in a Patient with Secondary Achalasia and Persistent Symptoms After Removal of Adjustable Gastric Band: Case Report and Review of the Literature","year":2021,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Dysphagia; Medicine; Achalasia; Adjustable gastric band; Surgery; Complication; Esophagus; Internal medicine; Gastric bypass; Weight loss","authors":[{"name":"Ekaterina Kouzmina","is_ca":true},{"name":"Robert Bechara","is_ca":true},{"name":"Boris Zevin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005314978084370221,"gpt":0.2384501574426592,"spread":0.233135179358289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001358931,0.0001341202,0.0003812528,0.00007598277,0.00003618954,0.000008939894,0.00001558959,0.00007642383,0.00002195165],"category_scores_gemma":[0.0003046577,0.00008102172,0.00008398872,0.0004639073,0.00005161283,0.0001295243,0.00005983545,0.0002115512,6.547796e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003770792,"about_ca_system_score_gemma":0.000150962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008236298,"about_ca_topic_score_gemma":0.000008681854,"domain_scores_codex":[0.9986647,0.0002114072,0.0004285925,0.0002698603,0.0002983724,0.0001270533],"domain_scores_gemma":[0.9987128,0.0001760737,0.0003360982,0.0002382712,0.0004456826,0.00009103357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.003603344,0.001093004,0.145654,0.02017062,0.0004983046,0.7598854,0.009223299,0.000007589919,0.00005844418,0.00001791032,0.00006272275,0.05972536],"study_design_scores_gemma":[0.005297815,0.007611528,0.04163972,0.007523285,0.001954156,0.9283624,0.005805748,0.000009390381,0.0006086756,0.000004278935,0.001062568,0.0001204646],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8532175,0.145433,3.488317e-7,0.0000867593,0.00003774308,0.0003901699,0.00004221455,0.000002223081,0.0007900338],"genre_scores_gemma":[0.9939116,0.005635927,0.0002824058,0.00006223322,0.00001188966,0.00001649212,0.00003485352,0.000008257344,0.00003637189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1684769,"threshold_uncertainty_score":0.330397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170301214","doi":"10.1089/bari.2014.9968","title":"Laparoscopic Gastric Stapling Procedures as a Replacement to Gastric Banding in the 21st Century?","year":2014,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Miami; Gastric banding; General surgery; Morbid obesity; Surgery; Obesity; Weight loss","authors":[{"name":"Participants Michel Gagner","is_ca":true},{"name":"Paul E. O’Brien","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01418544838497308,"gpt":0.2843303314410204,"spread":0.2701448830560473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009368365,0.0002686357,0.0004428618,0.0003767832,0.0002337201,0.0001065717,0.0001254624,0.0001338424,0.00009064389],"category_scores_gemma":[0.003844337,0.0001804358,0.0001164518,0.001375339,0.00002416192,0.0002116964,0.0001024789,0.0004651831,0.00004410328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121697,"about_ca_system_score_gemma":0.0001803749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000194404,"about_ca_topic_score_gemma":0.00001128178,"domain_scores_codex":[0.9972776,0.0004715681,0.0005545172,0.0005272658,0.000664874,0.0005041678],"domain_scores_gemma":[0.9960979,0.002886191,0.0002064526,0.0003742856,0.0001623737,0.0002728599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01111117,0.001971836,0.6421256,0.001424734,0.0002991441,0.001297683,0.03839805,0.0003322336,0.00006551558,0.01167085,0.004257869,0.2870453],"study_design_scores_gemma":[0.01175026,0.007748791,0.07537047,0.0005088774,0.001335452,0.002969682,0.1122535,0.0001209901,0.00009022326,0.0001056462,0.7867235,0.001022611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680924,0.005270212,0.00004069203,0.003133166,0.0005453948,0.001266228,0.000005841485,0.00005907549,0.02158702],"genre_scores_gemma":[0.9949261,0.001127773,0.0005135376,0.002931285,0.0003295345,0.00008464891,0.00002716456,0.00002087762,0.00003905982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7824656,"threshold_uncertainty_score":0.7357958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401638624","doi":"10.1089/bari.2024.0013","title":"Patients with Systemic Sclerosis Seeking Metabolic and Bariatric Surgery: Which Operation to Perform?","year":2024,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Multiple sclerosis; Surgery; Intensive care medicine; Psychiatry","authors":[{"name":"Mohammed Aldamry","is_ca":false},{"name":"M Ricci","is_ca":true},{"name":"Boris Zevin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01443166995163943,"gpt":0.2412633314927663,"spread":0.2268316615411268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000347587,0.0002908017,0.0005253049,0.000388865,0.0002532699,0.0002858419,0.00004452779,0.0001978128,0.00006418533],"category_scores_gemma":[0.0004965833,0.0001927968,0.00009885379,0.001127903,0.00002221634,0.0004881315,0.00007389804,0.0002842428,0.00003992626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008908223,"about_ca_system_score_gemma":0.000243351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001853862,"about_ca_topic_score_gemma":0.000003759966,"domain_scores_codex":[0.997653,0.0002445798,0.0005229387,0.0006306287,0.0006282174,0.0003206491],"domain_scores_gemma":[0.9976047,0.001040319,0.0001231996,0.0002464092,0.000545642,0.0004397041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003017939,0.0005518924,0.5306216,0.002484504,0.001077302,0.0002770382,0.01026215,0.0001733497,0.0001573884,0.0006179836,0.002539253,0.4482195],"study_design_scores_gemma":[0.01413959,0.006194846,0.784818,0.018371,0.01720751,0.00273211,0.03300396,0.004096829,0.0001956446,0.000007899042,0.1161986,0.003034025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8958928,0.1012611,0.00002477789,0.0004681237,0.0005288388,0.0009561348,0.00003660873,0.0001080561,0.000723516],"genre_scores_gemma":[0.9916454,0.007406663,0.0001445374,0.0002589457,0.0002888218,0.00008274751,0.0001098806,0.00004395442,0.00001904629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4451855,"threshold_uncertainty_score":0.7862026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410831695","doi":"10.1089/bari.2024.0072","title":"Trends and Challenges in Prophylactic Anticoagulation in Bariatric Surgery: A 20-Year Bibliometric Study","year":2025,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; General surgery","authors":[{"name":"Gonzalo Andrés Domínguez Alvarado","is_ca":false},{"name":"Juan Diego Salazar","is_ca":false},{"name":"Luis Ernesto López Gómez","is_ca":false},{"name":"Gustavo Adolfo Parra-Serrano","is_ca":false},{"name":"A Pineda","is_ca":false},{"name":"María Alejandra Arévalo González","is_ca":false},{"name":"Carlos Felipe Palomino Peña","is_ca":false},{"name":"Manuela Muñoz Ríos","is_ca":false},{"name":"Jeanne Stephanie García Murillo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04262766302717105,"gpt":0.314618399880026,"spread":0.271990736852855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0007654658,0.0002192055,0.0006875657,0.02006294,0.00007960257,0.00007510606,0.00004902195,0.0001377872,0.00003477892],"category_scores_gemma":[0.0008714207,0.000189311,0.00006942127,0.02286645,0.00002410727,0.0003266428,0.0001310799,0.0002868651,0.000003997317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001122634,"about_ca_system_score_gemma":0.00009822781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006684363,"about_ca_topic_score_gemma":0.0001347628,"domain_scores_codex":[0.9977336,0.0004171272,0.0005582977,0.0005682831,0.0004104182,0.000312256],"domain_scores_gemma":[0.9977431,0.00156995,0.0001658314,0.0002592004,0.0001474696,0.0001144054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005675498,0.002670511,0.5121853,0.0005542876,0.0000832794,0.0005174485,0.002287989,0.00001776771,7.768873e-7,0.0004903803,0.000159067,0.4804657],"study_design_scores_gemma":[0.003453889,0.001185254,0.9700105,0.00008434019,0.0005478161,0.00002076153,0.01189603,0.00007110638,0.000001492116,0.0000292874,0.01250402,0.0001954661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353255,0.05206205,0.000001511195,0.003183371,0.0002357605,0.0009938712,0.000002839028,0.00003078154,0.008164304],"genre_scores_gemma":[0.9773071,0.0223135,0.00006301393,0.0001143944,0.00005423797,0.0000937318,0.00001485145,0.00001472786,0.00002445489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4802702,"threshold_uncertainty_score":0.997903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1848759700","doi":"10.1089/bari.2014.0034","title":"Is Bariatric Surgery Safe in Patients with Cirrhosis? An Analysis of Short-Term Outcomes","year":2015,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cirrhosis; Adjustable gastric band; Sleeve gastrectomy; Surgery; Ascites; Cohort; Esophageal varices; Retrospective cohort study; Weight loss; Laparoscopy; Portal hypertension; General surgery; Internal medicine; Obesity; Gastric bypass","authors":[{"name":"Andrew Smith","is_ca":true},{"name":"Ahmad Elnahas","is_ca":true},{"name":"Allan Okrainec","is_ca":true},{"name":"Fayez A. Quereshy","is_ca":true},{"name":"Timothy Jackson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03247054210035049,"gpt":0.3008582533258617,"spread":0.2683877112255112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000211928,0.0002493975,0.000838734,0.0006649127,0.00004680493,0.0000319307,0.00005599933,0.0001196049,0.00009949391],"category_scores_gemma":[0.0002505564,0.0001711331,0.0002498336,0.001302917,0.00003483218,0.0004017541,0.00005306492,0.0001381794,0.000004855809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467973,"about_ca_system_score_gemma":0.0002015691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007051142,"about_ca_topic_score_gemma":0.00003396335,"domain_scores_codex":[0.9977356,0.0002379999,0.0005454534,0.000469453,0.0007516122,0.000259938],"domain_scores_gemma":[0.9973258,0.0009641025,0.0002305096,0.0004030948,0.0005996242,0.000476903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001605233,0.002453976,0.982357,0.00004931719,0.001192196,0.0002062368,0.00187944,0.00002766401,3.554803e-8,0.00002338276,0.00009040734,0.01011506],"study_design_scores_gemma":[0.00326934,0.001385486,0.9838867,0.00002913816,0.008537469,0.000003396518,0.002021912,0.00003765156,0.000003821388,0.000001915629,0.0006197953,0.0002033564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961686,0.002056224,0.000001735103,0.0002206251,0.00009691474,0.0005226113,0.0001154255,0.00001730589,0.0008005619],"genre_scores_gemma":[0.998787,0.0002429541,0.0001236376,0.0002719706,0.00002745337,0.00003919407,0.0004852019,0.0000176394,0.000004916072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009911703,"threshold_uncertainty_score":0.6978605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173213531","doi":"10.1089/bari.2021.0023","title":"Early- and Medium-Term Outcomes for a Single-Anastomosis Duodenoileal Bypass with Sleeve Gastrectomy: A Narrative Review","year":2021,"lang":"en","type":"review","venue":"Bariatric Surgical Practice and Patient Care","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Sleeve gastrectomy; Duodenal switch; Biliopancreatic Diversion; Glycemic; Anastomosis; Body mass index; Roux-en-Y anastomosis; Surgery; Weight loss; Vomiting; Nausea; Gastrectomy; General surgery; Gastric bypass; Obesity; Diabetes mellitus; Internal medicine; Endocrinology","authors":[{"name":"Kenneth L. Choi","is_ca":true},{"name":"Laurie Fasola","is_ca":true},{"name":"Boris Zevin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04716742031931223,"gpt":0.3441420289673655,"spread":0.2969746086480533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005375579,0.0009534295,0.004688011,0.0002812052,0.0002939618,0.0001303925,0.0001272449,0.0005545469,0.0001137],"category_scores_gemma":[0.002109835,0.0006089164,0.0008498198,0.0009008175,0.0001139626,0.0003424169,0.0001841076,0.0008913059,0.000007007573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971173,"about_ca_system_score_gemma":0.0008655982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006751186,"about_ca_topic_score_gemma":0.000008541615,"domain_scores_codex":[0.9952874,0.0009265014,0.00126842,0.001176745,0.0007270991,0.0006138547],"domain_scores_gemma":[0.9884025,0.008612183,0.00112432,0.0005628543,0.0007380213,0.0005600642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005338853,0.0003829341,0.001450989,0.05505022,0.0023344,0.001990171,0.002573121,6.623073e-8,3.625946e-8,0.00006757866,0.001410714,0.9342059],"study_design_scores_gemma":[0.002222476,0.001886582,0.0001655501,0.02169035,0.0230051,0.003381768,0.002058689,2.944574e-7,2.84491e-7,0.000001536307,0.9448434,0.0007439507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005682549,0.9931467,0.000008960721,0.001233331,0.0004940301,0.003368242,0.0002008673,0.00007064393,0.0009090236],"genre_scores_gemma":[0.0008145181,0.995658,0.0008260555,0.0008532851,0.0003365082,0.0006105192,0.0006687075,0.0001035693,0.0001287954],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9434327,"threshold_uncertainty_score":0.9996362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2184338655","doi":"10.1089/bari.2014.0031","title":"Comments on: “Lithium Toxicity Following Roux-en-Y Gastric Bypass” including Perioperative Lithium Dosing Protocol","year":2014,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Perioperative; Dosing; Medicine; Lithium (medication); Toxicity; Gastric bypass; Roux-en-Y anastomosis; Gastric bypass surgery; Surgery; Internal medicine; Weight loss; Obesity","authors":[{"name":"Raed Hawa","is_ca":true},{"name":"Sanjeev Sockalingam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02481809347602293,"gpt":0.3235555978973744,"spread":0.2987375044213515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001111741,0.0004646466,0.0007792757,0.0002775707,0.0006952024,0.0001747416,0.0001271749,0.0003220218,0.0001111895],"category_scores_gemma":[0.003145042,0.0003568554,0.0003361906,0.0007729065,0.00004922395,0.0006076758,0.000231318,0.0009233748,0.00004050139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000274094,"about_ca_system_score_gemma":0.0001765104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000109652,"about_ca_topic_score_gemma":0.00000227888,"domain_scores_codex":[0.995806,0.001265851,0.000759351,0.0007227988,0.0008559911,0.0005900197],"domain_scores_gemma":[0.99379,0.004689792,0.0003650291,0.0004353207,0.0002888294,0.0004310479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02087966,0.004970772,0.4854488,0.001853158,0.00182587,0.0039017,0.04039123,0.0002551964,0.0005204421,0.007754701,0.008483271,0.4237152],"study_design_scores_gemma":[0.01606318,0.006228277,0.02220281,0.000523366,0.001363569,0.0007595134,0.01285625,0.0006005718,0.0009052807,0.00004710497,0.9372066,0.001243461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.82326,0.0009099937,0.0006027404,0.008769534,0.002593618,0.04652299,0.00003302,0.0004186623,0.1168894],"genre_scores_gemma":[0.9904462,0.00002622043,0.001347664,0.003361405,0.0006921148,0.003850262,0.00003805072,0.00004734735,0.0001907767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9287233,"threshold_uncertainty_score":0.9998884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994224819","doi":"10.1089/bari.2019.0016","title":"Long-Term Maintenance of Gastric Band, Even After Replacement, Improves Outcomes","year":2019,"lang":"en","type":"article","venue":"Bariatric Surgical Practice and Patient Care","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Adjustable gastric band; Cohort; Demographics; Surgery; Quality of life (healthcare); Population; Complication; Gastric bypass; Weight loss; Internal medicine; Demography; Obesity; Nursing","authors":[{"name":"Shahar Atias","is_ca":false},{"name":"Yair Glazer","is_ca":false},{"name":"Solly Mizrahi","is_ca":false},{"name":"Uri Netz","is_ca":false},{"name":"Eliezer Avinoh","is_ca":false},{"name":"Yariv Fruchtman","is_ca":false},{"name":"Zvi Perry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008832587597243403,"gpt":0.2637947509774791,"spread":0.2549621633802356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003152999,0.0002759958,0.0006715147,0.0001998017,0.00005511222,0.00002772544,0.00008113564,0.0001802277,0.0004916248],"category_scores_gemma":[0.000682896,0.0001967723,0.0002766746,0.0004338312,0.00004643626,0.0003573897,0.0001012371,0.0003193461,0.0000597264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007328622,"about_ca_system_score_gemma":0.0001298658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007155015,"about_ca_topic_score_gemma":0.000002506503,"domain_scores_codex":[0.9978102,0.0001778687,0.0006414829,0.000485573,0.0005022911,0.000382605],"domain_scores_gemma":[0.9969478,0.001612226,0.0003994878,0.0004914305,0.0003338411,0.0002152074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003810172,0.0002314888,0.9653093,0.0003462252,0.0001817707,0.0002736781,0.0007106859,0.000001088486,0.00003820268,0.00006562426,0.0001760709,0.02885576],"study_design_scores_gemma":[0.005389558,0.001837311,0.9755258,0.0001378496,0.0008392687,0.000555216,0.001913599,0.000008162208,0.0001406385,0.00001000034,0.01329142,0.000351157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854266,0.006205466,0.00001544815,0.000621907,0.0007335532,0.0007864693,0.00002373903,0.00003805813,0.006148771],"genre_scores_gemma":[0.9973257,0.0007092062,0.0002754054,0.0006780846,0.0001003919,0.00003491523,0.000030597,0.00002504818,0.0008206182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0285046,"threshold_uncertainty_score":0.8024142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}