{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001920602,0.0001423572,0.0003654652,0.0005501229,0.0001784239,0.00002895772,0.0001225299,0.00009706191,0.00009395406],"category_scores_gemma":[0.00003668136,0.0001302927,0.0001852299,0.0001403965,0.00008375925,0.0000859311,0.000003937364,0.0002595918,0.000001252089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005953232,"about_ca_system_score_gemma":0.001209156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6000105,"about_ca_topic_score_gemma":0.9889354,"domain_scores_codex":[0.9988108,0.00003946945,0.0003135801,0.0001510162,0.0000859603,0.0005992147],"domain_scores_gemma":[0.9987186,0.0000324984,0.0002258052,0.0001074549,0.0003049237,0.0006107754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009553309,0.00003611724,0.9103905,0.00006368812,0.0003993665,0.0002923228,0.0002849376,0.001328792,0.0017526,0.00006251488,0.0418875,0.03394836],"study_design_scores_gemma":[0.005756385,0.01746956,0.5741752,0.000425705,0.0003460771,0.001762588,0.000311815,0.001084243,0.001674052,0.0002118405,0.3965379,0.0002445474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883322,0.0006508917,0.002182807,0.006958379,0.0008914688,0.000219936,0.0001323991,0.000009520824,0.0006224709],"genre_scores_gemma":[0.995375,0.000009581058,0.0007200158,0.002183133,0.001274522,0.00001902389,0.0000182781,0.00002384409,0.0003766164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3889248,"threshold_uncertainty_score":0.5313183,"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."}}