{"id":"W2791198962","doi":"10.1093/jcag/gwy009.259","title":"A259 PHYSCIAN FACTORS ASSOCIATED WITH INAPPROPRIATE FECAL IMMUNOCHEMICAL TESTING.","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Logistic regression; Graduation (instrument); Family medicine; Demography; Recall; Test (biology); Chart; Psychology; Internal medicine; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004733277,0.0002533433,0.0002392113,0.001356665,0.0007861336,0.0007338309,0.0003412124,0.0004627087,0.0112962],"category_scores_gemma":[0.004083941,0.0002140434,0.0005380146,0.001713824,0.0003145351,0.0003498117,0.0003753584,0.000765016,0.000958395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009748279,"about_ca_system_score_gemma":0.002060381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07894206,"about_ca_topic_score_gemma":0.07611778,"domain_scores_codex":[0.9992724,0.0001027685,0.00009771132,0.00009572806,0.0002904277,0.000141009],"domain_scores_gemma":[0.9981971,0.0003025341,0.0008464857,0.00007821171,0.000316917,0.0002586816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004950579,0.00003763104,0.9929998,0.00004376444,0.0000365402,0.0003733515,0.00004248965,0.00003190442,0.00004941104,0.00003418147,0.002788805,0.003512724],"study_design_scores_gemma":[0.000004915051,0.00005527767,0.9954718,0.0001123312,0.00003272077,0.001372068,0.0001895349,0.000189107,0.00003811979,0.00004522789,0.002483662,0.000005358499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674493,0.00706743,0.0003876959,0.001461942,0.0002463927,0.0001181535,0.00625756,0.00004130732,0.01697015],"genre_scores_gemma":[0.9942919,0.001251179,0.0001672692,0.0003577281,0.0001047696,0.00004049389,0.001896497,0.0000117602,0.001878361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07894206,"threshold_uncertainty_score":0.1569651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932941096054645,"score_gpt":0.2306996765195987,"score_spread":0.2113702655590522,"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."}}