{"id":"W2218349795","doi":"10.1016/j.soard.2007.03.116","title":"P49","year":2007,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Surgery; Morbid obesity; Obesity; Obesity Surgery; General surgery; Weight loss; Gastric bypass; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004921915,0.0007394894,0.0005063284,0.001287264,0.001574422,0.003152055,0.0009721266,0.002527679,0.825814],"category_scores_gemma":[0.002386716,0.0003286676,0.0005226668,0.0009946839,0.0005036934,0.001255412,0.00149812,0.001627061,0.6902493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007590641,"about_ca_system_score_gemma":0.001238197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004182048,"about_ca_topic_score_gemma":0.009793559,"domain_scores_codex":[0.9996753,0.00003723179,0.00001777964,0.00006020397,0.0001617474,0.00004787436],"domain_scores_gemma":[0.9989261,0.0002113984,0.00003240131,0.0001080471,0.0004796212,0.0002423695],"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":[0.00003952266,0.00003489327,0.0002021769,0.00006849292,0.000002779206,0.000101724,0.0000260522,0.00004282958,0.0003102135,0.003854274,0.8902224,0.1050947],"study_design_scores_gemma":[0.00001590582,0.00002267636,0.000703174,0.00008248088,0.000002733699,0.0001331656,0.0000398044,0.00005242809,0.0001065079,0.001381837,0.9974547,0.000004520853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003956646,0.0008298086,0.0005573957,0.003100303,0.003417424,0.0001192268,0.0008877104,0.0003179369,0.9903746],"genre_scores_gemma":[0.0008235425,0.0003241911,0.0001965576,0.001265309,0.000599458,0.00003776991,0.0003440061,0.0000717089,0.9963375],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.174186,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324045552732092,"score_gpt":0.253578770417431,"score_spread":0.2403383148901101,"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."}}