{"id":"W2222582989","doi":"10.1056/jg200704270000001","title":"Colonoscopy and Cancer Miss Rates","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":"Colonoscopy; Medicine; Cancer; Colorectal cancer; General surgery; Internal medicine","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":[0.0003034142,0.000056761,0.0001135544,0.00004066687,0.0001122453,0.0000255857,0.00001928125,0.00004772294,0.0001289119],"category_scores_gemma":[0.0000367695,0.00004285888,0.00003244757,0.0001015737,0.00002169898,0.00004616463,0.000008545159,0.0002409481,0.000003639404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154788,"about_ca_system_score_gemma":0.00005607263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001549771,"about_ca_topic_score_gemma":0.0001897973,"domain_scores_codex":[0.9995136,0.000008335732,0.0001278599,0.00007651185,0.0001265118,0.0001472326],"domain_scores_gemma":[0.9996253,0.00003540873,0.00005023985,0.00004298218,0.00008274653,0.0001633402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02811777,0.0001468903,0.3712098,0.0001018305,0.0002432106,0.000638461,0.002013193,0.00001719973,0.07740769,0.00002993851,0.05509777,0.4649762],"study_design_scores_gemma":[0.004294527,0.007156347,0.4790186,0.0003905069,0.0002170989,0.005941483,0.0006945173,0.0003685563,0.2217932,0.0007629254,0.2790537,0.0003084349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875683,0.001851451,0.0005313586,0.007674506,0.000397172,0.00005888518,5.505263e-7,0.00002030711,0.001897443],"genre_scores_gemma":[0.9950533,0.001099394,0.0005607167,0.0004240575,0.0006650642,0.000001726901,3.456924e-7,0.00000750006,0.00218792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4646678,"threshold_uncertainty_score":0.1747734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205886445044393,"score_gpt":0.3478328828331461,"score_spread":0.3272442383287068,"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."}}