{"id":"W2790526807","doi":"10.1093/jcag/gwy008.051","title":"A50 ALBERTA FAMILY PHYSICIAN ELECTRONIC ENDOSOCPY (AFPEE) STUDY RESULTS","year":2018,"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":"University of Alberta","funders":"","keywords":"Colonoscopy; Medicine; Intubation; Withdrawal time; Endoscopy; General surgery; Family medicine; Emergency medicine; Colorectal cancer; Internal medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002522301,0.0002833666,0.0002158142,0.001159694,0.001205738,0.001111837,0.0004965334,0.0003168302,0.005007734],"category_scores_gemma":[0.005485025,0.0001818523,0.0004151964,0.002413715,0.0003459591,0.0003357535,0.0005318061,0.0004146723,0.000298179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006666376,"about_ca_system_score_gemma":0.009858761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8697691,"about_ca_topic_score_gemma":0.8710389,"domain_scores_codex":[0.9972715,0.0004077873,0.0001183704,0.0003009644,0.001531056,0.0003702271],"domain_scores_gemma":[0.9970787,0.0004627619,0.0008308579,0.0001353932,0.001066265,0.0004260419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001916364,0.00006944787,0.9831791,0.00006805561,0.00008624139,0.0001326434,0.0002509968,0.00007426075,0.0001052169,0.0002237247,0.005784341,0.009834242],"study_design_scores_gemma":[0.00002003771,0.00003056484,0.997424,0.00003857643,0.00003560038,0.00007597602,0.0002129291,0.00009940697,0.00004430361,0.00003033795,0.001983837,0.000004283956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535436,0.004120176,0.000576494,0.002017645,0.00008942757,0.0002664856,0.01188484,0.00004498159,0.02745643],"genre_scores_gemma":[0.9926808,0.0007909583,0.0004260232,0.0008272697,0.00004184333,0.00009887935,0.002485136,0.000009512767,0.002639403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1302309,"threshold_uncertainty_score":0.2619957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009184791437010443,"score_gpt":0.2438646237796414,"score_spread":0.2346798323426309,"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."}}