{"id":"W3007556182","doi":"10.1093/jcag/gwz047.000","title":"A1 COLONOSCOPY FINDINGS FOLLOWING A FECAL IMMUNOCHEMICAL TEST: A RETROSPECTIVE STUDY ASSESSING THE SCREENING TEST PERFORMANCE","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Sherbrooke","funders":"","keywords":"Colonoscopy; Medicine; Retrospective cohort study; Internal medicine; Gastroenterology; Colorectal cancer; Intubation; Polypectomy; Population; 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":[0.0007214043,0.0002768531,0.0003498191,0.001378907,0.000664133,0.0007513218,0.0005285298,0.0004202758,0.001798974],"category_scores_gemma":[0.003030629,0.0003350462,0.0003982245,0.001503078,0.000532035,0.0005313985,0.0005096804,0.0004042943,0.000360516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656948,"about_ca_system_score_gemma":0.001266384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09361464,"about_ca_topic_score_gemma":0.1044192,"domain_scores_codex":[0.9988416,0.0001263478,0.0001412018,0.0002620517,0.0003677517,0.0002610569],"domain_scores_gemma":[0.9967243,0.0004387427,0.001597634,0.0001377832,0.0006222496,0.0004793264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002067538,0.0000109498,0.9992297,0.000005760641,0.00001452396,0.0001214129,0.0000381408,0.000007043964,0.00008564584,0.000002945872,0.00004143186,0.000421702],"study_design_scores_gemma":[0.00000149148,0.00007183291,0.9988576,0.000008373122,0.00001082584,0.0006063652,0.00020623,0.00005554344,0.00004333519,0.000002469177,0.0001330413,0.000003002317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989116,0.0002850102,0.00004552732,0.00001929997,0.000003109433,0.00001301355,0.0002658429,0.000002888288,0.0004537509],"genre_scores_gemma":[0.999564,0.0000924389,0.00003533002,0.00002747652,0.000004529912,0.000004561676,0.0002067405,0.000001491687,0.00006339868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09361464,"threshold_uncertainty_score":0.1861395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557431213810491,"score_gpt":0.2819867304025682,"score_spread":0.2664124182644633,"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."}}