{"id":"W2613991378","doi":"10.1016/j.orcp.2017.04.009","title":"Bariatric surgery revisions and private health insurance","year":2017,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Public hospital; Disadvantage; Weight loss; Socioeconomic status; Public health; Surgery; Pediatrics; General surgery; Obesity; Population; Environmental health; Nursing; 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":[],"consensus_categories":[],"category_scores_codex":[0.001325002,0.0001498646,0.0002990667,0.001169494,0.0005178176,0.001529085,0.0005974931,0.0008600885,0.01947905],"category_scores_gemma":[0.02422239,0.0002318889,0.000764221,0.001881392,0.0004208271,0.001449951,0.001176886,0.00287026,0.0005482532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008699516,"about_ca_system_score_gemma":0.001977697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01315086,"about_ca_topic_score_gemma":0.01644408,"domain_scores_codex":[0.9981592,0.0004257252,0.0002597986,0.0001627913,0.0004140554,0.0005783585],"domain_scores_gemma":[0.9677364,0.008985889,0.01628091,0.0009359948,0.001397932,0.004662854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002275081,0.0001072012,0.989861,0.00002890299,0.00008624617,0.0001381199,0.0001179286,0.00006973427,0.00003242848,0.0004675578,0.001824551,0.007038808],"study_design_scores_gemma":[0.000019286,0.0000660272,0.9958884,0.00006254502,0.0000535844,0.0004761738,0.0007918185,0.0002302704,0.00003782125,0.0004523925,0.001914226,0.00000749901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754882,0.003246612,0.0001785526,0.007511551,0.0001875245,0.0000179166,0.00273842,0.00002235001,0.01060888],"genre_scores_gemma":[0.9956329,0.0006590214,0.00008058835,0.0003306667,0.0002048747,0.000007722554,0.001244022,0.000008246716,0.001831906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01947905,"threshold_uncertainty_score":0.06516385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2851099044972891,"score_gpt":0.5431314191519745,"score_spread":0.2580215146546854,"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."}}