{"id":"W2794365391","doi":"10.1093/jcag/gwy009.260","title":"A260 AGREEMENT BETWEEN COLONOSCOPY-DETECTED AND PATHOLOGY-CONFIRMED COLORECTAL CANCER IN THE 2012 TIANJIN COLORECTAL CANCER SCREENING PROGRAM","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":"McGill University","funders":"","keywords":"Colonoscopy; Colorectal cancer; Medicine; Internal medicine; Colorectal cancer screening; Gastroenterology; Surgical pathology; Demographics; Cancer; Retrospective cohort study; General surgery; Pathology","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":[0.007991135,0.0002457333,0.0004621553,0.001982329,0.0005944351,0.0005504555,0.0008311673,0.0003728119,0.001161969],"category_scores_gemma":[0.0155235,0.0004811387,0.0006696784,0.001387659,0.0004992694,0.0004505238,0.0009616077,0.00037059,0.0002610989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007132426,"about_ca_system_score_gemma":0.0006359254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0230023,"about_ca_topic_score_gemma":0.0254308,"domain_scores_codex":[0.9936078,0.002091183,0.001218455,0.001118059,0.001652857,0.0003116764],"domain_scores_gemma":[0.9893025,0.003148736,0.002690692,0.000893441,0.003458478,0.0005062317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001159605,0.00002529302,0.9962334,0.00005636157,0.0001138156,0.00003964144,0.0006475684,0.00008604266,0.0001901909,0.00001549488,0.0002963416,0.002179906],"study_design_scores_gemma":[0.000006705459,0.00006092718,0.9987453,0.00001363099,0.00003050451,0.00005326437,0.0003449263,0.0004314614,0.0001133315,0.00001107012,0.0001826882,0.000006238383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977319,0.0002156906,0.0003268792,0.00003884824,0.00001861193,0.00005098764,0.0005176608,0.00001167641,0.001087695],"genre_scores_gemma":[0.9991766,0.00004050512,0.0001893205,0.00001122781,0.000004554332,0.00002972957,0.0004105464,0.000002361434,0.0001351929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0230023,"threshold_uncertainty_score":0.04573679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445653449333291,"score_gpt":0.2838202696974366,"score_spread":0.2693637352041037,"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."}}