{"id":"W2978144215","doi":"10.14309/00000434-201610001-00175","title":"Examination of Physiciansʼ Perception of the Indications of Colorectal Stents in the Management of Malignant Large Bowel Obstruction: A Provincial Survey","year":2016,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Confidence interval; Descriptive statistics; Colorectal cancer; MEDLINE; Family medicine; General surgery; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009489403,0.00007501748,0.000344235,0.0001029625,0.00003200918,9.590588e-7,0.0002693329,0.00001639586,0.00001617464],"category_scores_gemma":[0.00005600611,0.00003164294,0.0001238252,0.0002284223,0.0006092092,0.00003642477,0.00004962636,0.0001228312,4.179466e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003651762,"about_ca_system_score_gemma":0.00003744456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001555342,"about_ca_topic_score_gemma":0.0001079002,"domain_scores_codex":[0.9982933,0.0006490463,0.0005614039,0.00006912703,0.0002961689,0.0001309247],"domain_scores_gemma":[0.9980717,0.0001219975,0.001337535,0.0001730089,0.0002759686,0.00001977091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007151376,0.0009939645,0.8968116,0.00009104971,0.0002315884,0.000006043794,0.003048388,0.00001295384,0.08173125,0.0002123199,0.00004232829,0.009667122],"study_design_scores_gemma":[0.0008521011,0.005739203,0.9884676,0.0002697925,0.000121648,0.0001661571,0.003230084,0.00001583957,0.001068148,0.00004893773,0.000003103469,0.00001735775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980342,0.00000602035,0.0003645887,0.00120602,0.0000766777,0.0002176982,0.00005328105,9.487383e-7,0.00004053766],"genre_scores_gemma":[0.9995595,0.00003461778,0.0002586714,0.00008190079,0.00003680797,0.000005431451,0.000002184108,0.000005052709,0.00001590114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09165601,"threshold_uncertainty_score":0.2244657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344233634203599,"score_gpt":0.2603197365819531,"score_spread":0.2468774002399171,"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."}}