{"id":"W2144520442","doi":"","title":"Colorectal cancer screening: practices and attitudes of gastroenterologists, internists and surgeons.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sigmoidoscopy; Colonoscopy; Fecal occult blood; Colorectal cancer; Family medicine; Barium enema; Asymptomatic; Colorectal cancer screening; Cancer screening; Test (biology); General surgery; Internal medicine; 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":[0.0007205558,0.0001474567,0.0001009966,0.000598751,0.0003661971,0.0004840721,0.0002556223,0.0004892973,0.002072362],"category_scores_gemma":[0.003068679,0.000140989,0.0001451911,0.001073888,0.0003628294,0.0004057668,0.0003267686,0.0003732547,0.0003793947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004744,"about_ca_system_score_gemma":0.001426011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1325571,"about_ca_topic_score_gemma":0.1514538,"domain_scores_codex":[0.9994051,0.00009833703,0.00003810245,0.00005984395,0.0002851528,0.0001134007],"domain_scores_gemma":[0.9982644,0.0001800342,0.0008013468,0.00002614315,0.0002667924,0.0004613392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002048003,0.00004149875,0.993849,0.00003044501,0.00001092085,0.00004851815,0.0007199832,0.00001450466,0.00007713368,0.000009128523,0.0006316471,0.004546853],"study_design_scores_gemma":[0.000002774937,0.00003053361,0.9985689,0.00002171632,0.000004458162,0.0001448272,0.0008127377,0.00003088405,0.000009743746,0.000005403037,0.000366548,0.000001437619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951662,0.001514471,0.00003680703,0.001227298,0.00001972528,0.00001774584,0.0004641169,0.000004938148,0.001548716],"genre_scores_gemma":[0.9974214,0.001099902,0.0001206446,0.000415301,0.00002497723,0.00001228485,0.0003459883,0.000001218555,0.000558269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1325571,"threshold_uncertainty_score":0.263571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04251989655249858,"score_gpt":0.3018164068121973,"score_spread":0.2592965102596987,"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."}}