{"id":"W2068016894","doi":"10.1097/mcg.0b013e3181cadce5","title":"Evaluating Screening Age for Colonoscopy","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Colonoscopy; Incidence (geometry); Adenoma; Internal medicine; Ambulatory; Observational study; Epidemiology; Risk factor; Endoscopy; Colorectal cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003098269,0.00009138718,0.0006065777,0.0001059823,0.00004897674,0.00001435459,0.0001050011,0.0001662867,0.00006260268],"category_scores_gemma":[0.003758695,0.00007283563,0.0004445412,0.00005204273,0.0001155597,0.00006449217,0.00002912406,0.001008393,0.000001918842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001174985,"about_ca_system_score_gemma":0.00009446728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003825273,"about_ca_topic_score_gemma":0.00005715515,"domain_scores_codex":[0.9981685,0.0001248544,0.001112406,0.0001520336,0.0002122344,0.0002299199],"domain_scores_gemma":[0.9978884,0.0006174542,0.0007329021,0.0001369564,0.0003979706,0.0002263099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.4098659,0.0004497009,0.4644796,0.00005145554,0.0004013282,0.0001413655,0.00006751066,0.00008780506,0.01486116,0.00002815982,0.002579806,0.1069861],"study_design_scores_gemma":[0.02274436,0.3494778,0.5966821,0.0001626249,0.0006541538,0.002958522,0.00006676009,0.006901606,0.001217257,0.0004771276,0.01853873,0.000118935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630728,0.00001909425,0.03243437,0.001894823,0.002284647,0.000171903,0.000002133207,0.00001448287,0.000105749],"genre_scores_gemma":[0.8784015,0.000006896207,0.1179749,0.001441632,0.00207942,0.000006127593,0.000001929303,0.00001258329,0.00007498144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3871216,"threshold_uncertainty_score":0.4499781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594514465918656,"score_gpt":0.5015789818767156,"score_spread":0.34212753528485,"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."}}