{"id":"W2144699481","doi":"10.1001/jama.295.20.2357","title":"Screening Colonoscopy in Very Elderly Patients","year":2006,"lang":"en","type":"article","venue":"JAMA","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Life expectancy; Colonoscopy; Colorectal cancer; Asymptomatic; Pediatrics; Cancer; Gerontology; Internal medicine; Population","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":[0.0006869946,0.0001261242,0.0003286488,0.0003817418,0.0002192513,0.0002623641,0.0001165732,0.0003685246,0.0008866307],"category_scores_gemma":[0.004018789,0.00009261328,0.0004519922,0.0005574264,0.0001381164,0.0002531105,0.0002831478,0.0002905927,0.0001291716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001651032,"about_ca_system_score_gemma":0.0002274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001497239,"about_ca_topic_score_gemma":0.002160758,"domain_scores_codex":[0.9995654,0.0002450459,0.00003544146,0.00004508505,0.00005409071,0.00005496411],"domain_scores_gemma":[0.998637,0.0004354859,0.0005643017,0.00003565275,0.00006894883,0.0002586636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000325239,0.00002891019,0.9890337,0.00008245499,0.000108444,0.0005184165,0.00004842196,0.0001209546,0.0001570198,0.00003168841,0.0005070026,0.009037727],"study_design_scores_gemma":[0.00003348124,0.0004696256,0.9959409,0.00009531506,0.0001144718,0.002011351,0.0001599216,0.0003568532,0.00006830302,0.0001146225,0.0006306595,0.000004571607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940441,0.004140355,0.0002188068,0.0003873525,0.00003495088,0.00001757097,0.0002634023,0.000006792144,0.0008867285],"genre_scores_gemma":[0.9986702,0.0008293997,0.0001026221,0.0001581789,0.00004644885,0.0000104366,0.0001478928,7.147464e-7,0.00003417354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001497239,"threshold_uncertainty_score":0.003633201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055333182804341,"score_gpt":0.2511736160726635,"score_spread":0.2406202842446201,"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."}}