{"id":"W2986956678","doi":"10.1007/s11695-019-04259-8","title":"A Longitudinal Analysis of Wait Times for Bariatric Surgery in a Publicly Funded, Regionalized Bariatric Care System","year":2019,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Odds ratio; Confidence interval; Obesity; Logistic regression; Retrospective cohort study; Psychosocial; Surgery; Multivariate analysis; Socioeconomic status; Sleeve gastrectomy; Population; Weight loss; Gastric bypass; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002927016,0.0003762824,0.00048987,0.0009568211,0.001178561,0.001444804,0.001462422,0.001006202,0.001519889],"category_scores_gemma":[0.009517189,0.0005624973,0.001131851,0.002633007,0.0008340037,0.001546514,0.002044021,0.002040361,0.0002616834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003419841,"about_ca_system_score_gemma":0.004774626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2148858,"about_ca_topic_score_gemma":0.2037937,"domain_scores_codex":[0.9968322,0.001321775,0.0002060117,0.0004823827,0.0002120987,0.0009455216],"domain_scores_gemma":[0.9892563,0.001754859,0.004823783,0.000892995,0.001126288,0.002145873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001577435,0.0001651721,0.9983358,0.000006526351,0.0001253339,0.00004585278,0.0003247571,0.0001152002,0.00006589093,0.00004399382,0.000239205,0.0003745214],"study_design_scores_gemma":[0.00001962858,0.000175165,0.9967105,0.000009930001,0.00006201376,0.00005050201,0.002063369,0.0007348735,0.0000257157,0.00002494415,0.0001138551,0.000009462144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992272,0.00006297894,0.00004194257,0.0001404567,0.000005219089,0.000005666261,0.0004397578,0.000002931594,0.00007390582],"genre_scores_gemma":[0.9993132,0.00003316347,0.0000452848,0.00005491656,0.000005216881,0.00001118174,0.0004663994,0.00000189073,0.00006871041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2148858,"threshold_uncertainty_score":0.42727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02854212461549231,"score_gpt":0.2562740701258487,"score_spread":0.2277319455103564,"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."}}