{"id":"W3134163294","doi":"10.1093/jcag/gwab002.144","title":"A146 EVALUATION OF A COLONOSCOPY REFERRAL FORM IN QUEBEC: WHICH INDICATIONS CARRIES A HIGHER RISK OF ADVANCED NEOPLASIA?","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Colonoscopy; Medicine; Referral; Colorectal cancer; Context (archaeology); Hematochezia; General surgery; Triage; Retrospective cohort study; Internal medicine; Cancer; Emergency medicine; Family medicine","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":[0.0008254227,0.0002307743,0.0002761442,0.001158991,0.001508045,0.001159757,0.0007687206,0.0005149313,0.00488729],"category_scores_gemma":[0.003268319,0.0001727159,0.0003816971,0.002608466,0.0007444911,0.0004753216,0.000455409,0.0005536104,0.0002197236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01832895,"about_ca_system_score_gemma":0.02188733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9513306,"about_ca_topic_score_gemma":0.97395,"domain_scores_codex":[0.9990898,0.0001135501,0.0001001251,0.0001714096,0.0002148647,0.0003101901],"domain_scores_gemma":[0.9963784,0.0004172884,0.001336411,0.0000598049,0.001106366,0.0007018333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000661766,0.00001880406,0.9901135,0.0001369677,0.00003041139,0.0006368118,0.0003572663,0.00006094829,0.0002320461,0.0001137876,0.002199106,0.006034152],"study_design_scores_gemma":[0.00001020256,0.00005347741,0.9926894,0.0003722603,0.00004519233,0.0008884998,0.00235037,0.000444154,0.0001218935,0.00004792148,0.002958915,0.00001760364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755459,0.005350545,0.0005706339,0.00283273,0.00007103428,0.0001694385,0.006398462,0.00002918231,0.009032133],"genre_scores_gemma":[0.9975429,0.0006033706,0.0002592831,0.0003956239,0.0000181665,0.00002050477,0.0006819224,0.000003758219,0.0004745002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0486694,"threshold_uncertainty_score":0.1329865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145490676414103,"score_gpt":0.2775125103941218,"score_spread":0.2629634427527115,"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."}}