{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002483141,0.00009362861,0.0002077192,0.00008028234,0.00003653265,0.00002011915,0.00003073371,0.00004954742,0.00001339493],"category_scores_gemma":[0.0002221226,0.0000809581,0.0000321152,0.00006998255,0.0001366179,0.0001144207,0.00005445601,0.0001232227,3.187359e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003629076,"about_ca_system_score_gemma":0.00001516707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007842059,"about_ca_topic_score_gemma":0.001770775,"domain_scores_codex":[0.9992704,0.0000311907,0.0001629446,0.0002076032,0.0001299145,0.0001978927],"domain_scores_gemma":[0.9994677,0.00007462619,0.0002055158,0.00007205283,0.00005612956,0.0001239687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003154894,0.00004798127,0.7454367,0.00005037112,0.0000730153,0.000003633054,0.00007195085,0.000002634267,0.0002277672,0.000002990582,0.000159352,0.2507687],"study_design_scores_gemma":[0.0008489855,0.0004001384,0.992205,0.00003395784,0.00007092876,0.0001294695,0.00003675187,0.000177537,0.003905399,0.000001658908,0.002134149,0.00005597421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958327,0.001654756,0.00008728188,0.001567386,0.00007354626,0.0003137274,0.00000708461,0.00004527943,0.0004181757],"genre_scores_gemma":[0.9985479,0.0003584943,0.0004690051,0.0001379609,0.0001094829,0.0002039322,0.000002534284,0.000009075077,0.0001616613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2507127,"threshold_uncertainty_score":0.3301376,"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."}}