{"id":"W3106973120","doi":"10.1093/jcag/gwz016","title":"OUP accepted manuscript","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Colonoscopy; CLARITY; Bowel preparation; Medicine; Qualitative research; Quality (philosophy); Health professionals; Psychology; Health care; Medical education; Colorectal cancer; Internal medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002390274,0.0007518124,0.0007626034,0.001461724,0.002107542,0.008025132,0.001804658,0.00300619,0.783528],"category_scores_gemma":[0.01092079,0.0004852853,0.0005966031,0.00141861,0.00126619,0.002466595,0.005443789,0.002093968,0.6006106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001464532,"about_ca_system_score_gemma":0.002941336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014149,"about_ca_topic_score_gemma":0.00225156,"domain_scores_codex":[0.9974403,0.0006551327,0.0001874993,0.0005079646,0.0008307338,0.0003782693],"domain_scores_gemma":[0.995656,0.0008432468,0.0002686067,0.0006798923,0.001491604,0.001060695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004203889,0.0001341198,0.001484997,0.001259415,0.00003537223,0.001136859,0.0008070127,0.000155677,0.001767742,0.01672564,0.7606394,0.2154333],"study_design_scores_gemma":[0.00001430154,0.00002423506,0.0004585865,0.00018438,0.000002810628,0.0001609132,0.0001182194,0.00004119504,0.0001996645,0.0007932087,0.9979976,0.000004774387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003083013,0.004841059,0.002471829,0.01231211,0.019736,0.0002889196,0.005373063,0.001327261,0.9505668],"genre_scores_gemma":[0.01449154,0.003112335,0.001375348,0.002476797,0.002565113,0.000120077,0.00290414,0.0007026388,0.972252],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.216472,"threshold_uncertainty_score":0.308771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009703573658771308,"score_gpt":0.2268222265165604,"score_spread":0.2171186528577891,"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."}}