{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005563671,0.00005650672,0.0001772608,0.0001167924,0.00003245545,0.000005856445,0.00003785992,0.00005755248,0.0001358393],"category_scores_gemma":[0.00004459785,0.00004661634,0.00006083117,0.0001666774,0.00002101563,0.00004580181,0.00001287441,0.0004451967,0.000003962892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000575038,"about_ca_system_score_gemma":0.0001784862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01264529,"about_ca_topic_score_gemma":0.1486372,"domain_scores_codex":[0.9992505,0.00001354954,0.0002952457,0.00006973231,0.0002204669,0.000150524],"domain_scores_gemma":[0.9996151,0.00003876112,0.0001000613,0.00006828403,0.00007560192,0.0001022081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006544731,0.00006816274,0.9855706,0.00001102996,0.0000284093,0.00009780794,0.00104156,0.00001608238,0.003944387,0.000003932011,0.001101158,0.001572137],"study_design_scores_gemma":[0.001352524,0.003394207,0.966664,0.0001169656,0.0000249593,0.0004850066,0.0001162501,0.00002584629,0.01339778,0.00008432371,0.01428732,0.00005079593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953983,0.00004693275,0.0004711316,0.0006798703,0.0004505434,0.00007832868,3.454174e-7,0.00001041617,0.002864118],"genre_scores_gemma":[0.9978216,0.00001711698,0.0009965951,0.00006587305,0.0001802244,8.260156e-7,8.288872e-7,0.000005995194,0.000910886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1359919,"threshold_uncertainty_score":0.9939296,"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."}}