{"id":"W1898979223","doi":"10.1155/2006/609746","title":"Colorectal Cancer Screening: Physicians’ Knowledge of Risk Assessment and Guidelines, Practice, and Description of Barriers and Facilitators","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Medicine; Family medicine; Sigmoidoscopy; Colonoscopy; Fecal occult blood; Modalities; Barium enema; Cancer screening; Colorectal cancer; Colorectal cancer screening; MEDLINE; Risk assessment; Cancer; Internal medicine","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":[0.001963271,0.0001716439,0.0002239365,0.0007454994,0.0004200742,0.0005918635,0.0003299259,0.0005582005,0.002177381],"category_scores_gemma":[0.01055069,0.000148583,0.000216928,0.0009672878,0.0003597003,0.0007508139,0.0003709083,0.0004273647,0.0002289389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002548347,"about_ca_system_score_gemma":0.004470797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1329932,"about_ca_topic_score_gemma":0.1709657,"domain_scores_codex":[0.9989485,0.0002929991,0.0001130684,0.00007312756,0.0003946601,0.0001777836],"domain_scores_gemma":[0.9940149,0.001596982,0.002367911,0.00009226192,0.001151052,0.0007769492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005490558,0.0001316647,0.9784079,0.000231006,0.00003238981,0.00007772469,0.002589617,0.0001438888,0.0001749945,0.00002796525,0.00118478,0.01694312],"study_design_scores_gemma":[0.000007529345,0.00009656569,0.9971973,0.0001172476,0.00001242059,0.0001121178,0.001298404,0.0002509872,0.00003502815,0.00001757906,0.0008468754,0.000008046668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931008,0.001872144,0.0001775906,0.001930652,0.00001174984,0.00007543253,0.0006050293,0.00001539088,0.002211254],"genre_scores_gemma":[0.9982272,0.0006321383,0.000419881,0.0001199114,0.00001131515,0.00003543944,0.0002657784,0.000001341245,0.0002870654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1329932,"threshold_uncertainty_score":0.2644382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791843781473333,"score_gpt":0.2965931883444545,"score_spread":0.2786747505297211,"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."}}