{"id":"W2790587694","doi":"10.1093/jcag/gwy008.068","title":"A67 PERFORMANCE OF COMPUTED TOMOGRAPHY IN MANITOBA","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Colonoscopy; Colorectal cancer; Fecal occult blood; Sigmoidoscopy; Incidence (geometry); Specialty; Radiology; Virtual colonoscopy; Occult; Internal medicine; General surgery; Cancer; Family medicine; Pathology; Alternative medicine","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":[0.0005105537,0.0004503287,0.0002541746,0.00248428,0.001926457,0.001385482,0.001160579,0.0004129384,0.01675235],"category_scores_gemma":[0.003729546,0.0003716888,0.0003198229,0.004971636,0.0004697019,0.0003936512,0.001270259,0.0007385612,0.003931413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01234159,"about_ca_system_score_gemma":0.02278909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.889688,"about_ca_topic_score_gemma":0.9176224,"domain_scores_codex":[0.9989531,0.0001157538,0.00009207825,0.000142972,0.0003933986,0.0003026867],"domain_scores_gemma":[0.9955354,0.0002255039,0.0007242655,0.0001260579,0.002419797,0.0009690131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008722191,0.00008917816,0.9512452,0.0001299113,0.00003700168,0.0009737674,0.000880604,0.0001470494,0.0007031639,0.0003482557,0.02510146,0.0202572],"study_design_scores_gemma":[0.00001243807,0.0000483492,0.9783114,0.0001921289,0.00002356273,0.0005880953,0.00176078,0.0002440248,0.0001352319,0.0000620932,0.01860737,0.00001467914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7990459,0.01076709,0.0006702743,0.009314115,0.0006287828,0.0006281054,0.03746783,0.0004333713,0.1410445],"genre_scores_gemma":[0.9358836,0.006976685,0.001373149,0.003125444,0.0001568847,0.0003355631,0.01061867,0.00009185243,0.04143834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.110312,"threshold_uncertainty_score":0.2219234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062152193169583,"score_gpt":0.2445840746840444,"score_spread":0.2339625527523485,"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."}}