{"id":"W146438361","doi":"10.1155/2006/969832","title":"Canadian Physicians’ Choices for Their Own Colon Cancer Screening","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Family medicine; Colonoscopy; Colorectal cancer; Colorectal cancer screening; Fecal occult blood; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001261116,0.0001571221,0.0001545,0.0007196807,0.003002454,0.001219795,0.0005872491,0.0007245022,0.0084995],"category_scores_gemma":[0.007586606,0.0001859956,0.0002638222,0.001750709,0.0009218727,0.0004024614,0.000610565,0.0005306089,0.0005686602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008851131,"about_ca_system_score_gemma":0.02273204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8737626,"about_ca_topic_score_gemma":0.9402881,"domain_scores_codex":[0.9977742,0.0003146294,0.0000755818,0.0001473113,0.001097508,0.0005908439],"domain_scores_gemma":[0.9906872,0.001318005,0.001725071,0.0001356106,0.002102223,0.004031858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001604853,0.00009870576,0.892048,0.0002929859,0.00005357217,0.0006634649,0.007713956,0.000180859,0.0008070021,0.0006252417,0.03825341,0.05910232],"study_design_scores_gemma":[0.00004519122,0.0001134365,0.9291669,0.0004504533,0.00004375315,0.0008961238,0.01181724,0.000230541,0.0001967489,0.0002220215,0.05676463,0.00005290659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9022528,0.007576052,0.0002682247,0.03392515,0.0002476159,0.00007084158,0.002144676,0.00005012428,0.05346445],"genre_scores_gemma":[0.990459,0.002591809,0.0005505927,0.003300245,0.00005301988,0.0000117905,0.0003411669,0.000005966591,0.002686369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1262374,"threshold_uncertainty_score":0.2539616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149982828978854,"score_gpt":0.2482904144277886,"score_spread":0.2332921315299032,"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."}}