{"id":"W2097048237","doi":"10.1186/1475-9276-11-54","title":"Characteristics of the population eligible for and receiving publicly funded bariatric surgery in Canada","year":2012,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diabetes Canada; University of Alberta; Health Sciences Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obesity; Comorbidity; Public health; Population; Socioeconomic status; Health services research; Health care; Behavioral Risk Factor Surveillance System; Surgery; General surgery; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000421377,0.0002349433,0.0003619813,0.00138603,0.002349494,0.00114208,0.001036524,0.0004795737,0.002010883],"category_scores_gemma":[0.001736022,0.0002413524,0.0004780753,0.003857906,0.0006879603,0.0003594103,0.0007975625,0.0007531364,0.0002034848],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01490895,"about_ca_system_score_gemma":0.02510613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9862049,"about_ca_topic_score_gemma":0.9876249,"domain_scores_codex":[0.9989042,0.00005020679,0.0000679837,0.0001302108,0.0004291736,0.0004181914],"domain_scores_gemma":[0.9981468,0.00007538286,0.0004604146,0.00003642664,0.0006033365,0.0006776575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003382505,0.00003311939,0.9963483,0.00002243915,0.00002412552,0.00006725054,0.0004162632,0.00005894807,0.00008909106,0.00006447254,0.001165969,0.001676101],"study_design_scores_gemma":[0.00000426011,0.0000163329,0.9978909,0.00001942919,0.000009157006,0.00006094913,0.00120256,0.0001217349,0.00001766671,0.00001659672,0.0006339665,0.000006560621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881305,0.0004706115,0.00007577283,0.000586395,0.00001265649,0.00007736657,0.007897974,0.00001006032,0.00273868],"genre_scores_gemma":[0.9961659,0.0003332395,0.00008301665,0.0001807491,0.000005638272,0.00002994642,0.002721102,0.000003420329,0.0004771057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.985091,"threshold_uncertainty_score":0.1081725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09504737665125933,"score_gpt":0.398163906658393,"score_spread":0.3031165300071337,"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."}}