{"id":"W4322746440","doi":"10.1007/978-3-662-66735-4_7","title":"Bariatric and Metabolic Surgery","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Surgery; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003087366,0.0008420292,0.0005119272,0.001252203,0.001210199,0.002896832,0.0006004393,0.00139935,0.1165617],"category_scores_gemma":[0.0008605853,0.0003073446,0.0003655716,0.001452929,0.000818862,0.002293871,0.002041357,0.002969211,0.04888945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383056,"about_ca_system_score_gemma":0.001524018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004133556,"about_ca_topic_score_gemma":0.02033046,"domain_scores_codex":[0.9998218,0.00003062334,0.000006872515,0.00002150683,0.00009475812,0.00002441957],"domain_scores_gemma":[0.9998491,0.00005816276,0.000008369947,0.00001209241,0.0000378716,0.0000344416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007297962,0.00003353706,0.00007580034,0.00009935054,0.000002546002,0.00006825046,0.0001899346,0.0001534764,0.0001013604,0.06837129,0.8189893,0.1119079],"study_design_scores_gemma":[0.000001641347,0.000005384491,0.0001364297,0.0001296923,0.000001177917,0.00009054514,0.00007050909,0.00003566609,0.00001517829,0.01087768,0.9886333,0.000002709944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002250419,0.01870783,0.000790313,0.004516006,0.004528021,0.00002222043,0.00009626753,0.00005346162,0.9710608],"genre_scores_gemma":[0.00114097,0.00967365,0.000546211,0.002935958,0.001121818,0.00002430756,0.00008573554,0.00004672683,0.9844246],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1165617,"threshold_uncertainty_score":0.3899377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04215027148450085,"score_gpt":0.2517001021703846,"score_spread":0.2095498306858837,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}