{"id":"W2913337493","doi":"10.1016/j.jpedsurg.2019.01.038","title":"Evolution and Outcomes of a Canadian Pediatric Bariatric Surgery Program","year":2019,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Humber River Regional Hospital; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Surgery; Sleeve gastrectomy; Context (archaeology); Gastric bypass; Gastric banding; Retrospective cohort study; Weight loss; Pediatric surgery; General surgery; Roux-en-Y anastomosis; Obesity","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":[0.0009688529,0.0003131151,0.0003009748,0.001969265,0.003594941,0.002319074,0.002445766,0.001082431,0.004207487],"category_scores_gemma":[0.005445699,0.0003146962,0.0006551404,0.005601783,0.0009736912,0.0008552326,0.001576335,0.001672581,0.0003038015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05399692,"about_ca_system_score_gemma":0.06521727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9758918,"about_ca_topic_score_gemma":0.9900057,"domain_scores_codex":[0.9965876,0.0001676922,0.0001303662,0.0002302438,0.001151418,0.001732612],"domain_scores_gemma":[0.9921382,0.0002214478,0.001420762,0.00007391431,0.002690241,0.003455453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009187256,0.0001397012,0.9867295,0.00002585418,0.00005693496,0.0002142536,0.0009271979,0.0002473956,0.00009967414,0.0003160769,0.004006379,0.007145124],"study_design_scores_gemma":[0.000005737414,0.00003605385,0.9950177,0.00003936435,0.0000202737,0.0001432661,0.002818129,0.0002680303,0.00003907813,0.00003358669,0.001565611,0.0000131582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813961,0.0009071734,0.00008110709,0.003686018,0.00006403324,0.00004425144,0.003724289,0.0000174082,0.01007963],"genre_scores_gemma":[0.9961777,0.0005195072,0.0001454335,0.0003682121,0.00002286779,0.00001322941,0.001788051,0.0000103476,0.0009546924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05399692,"threshold_uncertainty_score":0.3917769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097802915688412,"score_gpt":0.253810346377408,"score_spread":0.2328323172205238,"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."}}