{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001450978,0.0003692702,0.0004173518,0.001541464,0.0003484496,0.0005253294,0.0003114031,0.000581139,0.002183617],"category_scores_gemma":[0.01021299,0.0001536755,0.0006107207,0.0007827258,0.0002301672,0.0007809615,0.0005599838,0.0004356908,0.0004889003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002490449,"about_ca_system_score_gemma":0.0004630223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002342428,"about_ca_topic_score_gemma":0.003655089,"domain_scores_codex":[0.9990318,0.0002665825,0.0001555598,0.0001118301,0.0002627252,0.0001715444],"domain_scores_gemma":[0.9956274,0.000781182,0.002140464,0.00008359336,0.0007878279,0.0005795765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000285197,0.00001100966,0.9982066,0.00001344082,0.00001292235,0.00005563575,0.00002941884,0.00001115371,0.00003683803,0.000004429127,0.0001273526,0.001462682],"study_design_scores_gemma":[0.000003647875,0.0001263221,0.9985635,0.00002915678,0.00003213443,0.0005178712,0.0001415388,0.00008616826,0.00004620506,0.000009206581,0.000441693,0.000002561295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943428,0.001763214,0.0002093647,0.0003066953,0.00005437875,0.00005982661,0.0005640049,0.00001891665,0.002680827],"genre_scores_gemma":[0.9986244,0.0003075833,0.0002528635,0.0001063687,0.00004810104,0.00002117436,0.0004366675,0.000002414221,0.0002004233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002342428,"threshold_uncertainty_score":0.007673562,"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."}}