{"id":"W2125140528","doi":"10.1155/2013/296597","title":"Early Outcomes of Roux-en-Y Gastric Bypass in a Publically Funded Obesity Program","year":2013,"lang":"en","type":"article","venue":"ISRN Obesity","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Gastric bypass; Medicine; Roux-en-Y anastomosis; Weight loss; Obesity; Algorithm; Internal medicine; Mathematics","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":[0.001041699,0.0001319101,0.0001926782,0.0007495504,0.000863398,0.0009358203,0.0004577549,0.0003156228,0.001057019],"category_scores_gemma":[0.005656888,0.0001523578,0.0002160153,0.001257636,0.0005426285,0.0004682587,0.0007994323,0.0005242804,0.00008108864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003251664,"about_ca_system_score_gemma":0.003930748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04803633,"about_ca_topic_score_gemma":0.1018593,"domain_scores_codex":[0.9987462,0.0002525347,0.00009004754,0.00009345504,0.0002960708,0.0005217432],"domain_scores_gemma":[0.9919818,0.001132167,0.004398418,0.0001482159,0.0007648605,0.001574454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006197851,0.00008197706,0.9968046,0.00001839568,0.0000147311,0.0001642848,0.0001435096,0.00003186771,0.00003559011,0.0000240173,0.0001782082,0.002440733],"study_design_scores_gemma":[0.000007708961,0.0001404335,0.9981806,0.00002519455,0.00001152654,0.0003230255,0.000978257,0.00008316306,0.00003904125,0.00001509492,0.0001925091,0.000003423543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998997,0.0002188105,0.00002201172,0.0002141449,0.000005205898,0.00001247433,0.0001908938,0.000001632753,0.0003376961],"genre_scores_gemma":[0.9995058,0.0001488313,0.00003210034,0.00004456614,0.00001001001,0.000008244906,0.0001964744,9.199809e-7,0.00005310906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04803633,"threshold_uncertainty_score":0.09551346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507499907121873,"score_gpt":0.2664048200527535,"score_spread":0.2513298209815347,"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."}}