{"id":"W2186749307","doi":"10.1056/jg200708030000006","title":"Predictors of Incomplete Colonoscopy in Ontario","year":2007,"lang":"en","type":"article","venue":"Journal watch","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; General surgery; Internal medicine; Colorectal cancer; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004776977,0.0002086993,0.0003806837,0.000900023,0.00163701,0.001135073,0.001127891,0.0005000648,0.004228067],"category_scores_gemma":[0.006368574,0.0004428152,0.0006258553,0.002233205,0.0005174157,0.000426292,0.000960164,0.0007815586,0.000290797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01205763,"about_ca_system_score_gemma":0.01838669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9524599,"about_ca_topic_score_gemma":0.9754118,"domain_scores_codex":[0.9990842,0.00005947755,0.0000712035,0.00008543492,0.0003862179,0.0003133725],"domain_scores_gemma":[0.9943367,0.0004010261,0.001929688,0.0002808939,0.001593897,0.001457786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008341873,0.00001356507,0.9973848,0.0000141956,0.00002614312,0.00008979514,0.0002840488,0.00008459036,0.00008470548,0.00005914597,0.0008234912,0.001052099],"study_design_scores_gemma":[0.000003766014,0.00001111952,0.9987305,0.00001705052,0.00001370813,0.00005616947,0.0003808779,0.0001582701,0.00001872527,0.00001716722,0.0005876349,0.000004975891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890516,0.0005736593,0.00006587429,0.0007380065,0.00002102108,0.00003066944,0.003921673,0.00001394199,0.005583576],"genre_scores_gemma":[0.9970401,0.0003615188,0.00007080773,0.0000748229,0.0000143643,0.00001365081,0.001514128,0.000008229517,0.0009024121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04754007,"threshold_uncertainty_score":0.09564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086011183077706,"score_gpt":0.2808704381376834,"score_spread":0.2600103263069063,"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."}}