{"id":"W2042634533","doi":"10.12927/hcq.2010.21807","title":"Bariatric Surgery in Canada: A Focus on Day Surgery Procedures","year":2010,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Medicine; Jurisdiction; Obesity Surgery; Obesity; Surgery; Surgical procedures; Gastric banding; General surgery; Severe obesity; Weight loss; Gastric bypass; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008032087,0.0002769531,0.0003345097,0.001626779,0.00463795,0.002716676,0.001078045,0.001490956,0.01221658],"category_scores_gemma":[0.00329561,0.0002273807,0.0003980263,0.004162845,0.002224816,0.00126708,0.001668503,0.002028733,0.0003658897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04826614,"about_ca_system_score_gemma":0.1509939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9748456,"about_ca_topic_score_gemma":0.9925401,"domain_scores_codex":[0.9977129,0.0001329405,0.00006701252,0.0001237153,0.001094156,0.0008694635],"domain_scores_gemma":[0.9839797,0.0009095764,0.00142839,0.00008221574,0.004350438,0.009249744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000271798,0.0003711812,0.2715681,0.004842468,0.0001171652,0.002203265,0.009083634,0.0008364489,0.003856232,0.019692,0.2841908,0.4029669],"study_design_scores_gemma":[0.00003987835,0.0001215625,0.8059816,0.001691424,0.00005454448,0.001019247,0.01151482,0.0003836002,0.0002698313,0.0009056765,0.1779407,0.00007711697],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2940455,0.09530931,0.0008765262,0.4967906,0.003741141,0.0001196991,0.002352529,0.0001940597,0.1065706],"genre_scores_gemma":[0.8046153,0.1235931,0.00168255,0.05040267,0.002978327,0.00004043783,0.000991356,0.00008195353,0.01561429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04826614,"threshold_uncertainty_score":0.350197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919818862921389,"score_gpt":0.2633710588381214,"score_spread":0.2441728702089075,"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."}}