{"id":"W2597896202","doi":"10.1056/jg201003260000001","title":"Is Endoscopist Specialty Associated with Missed Colorectal Cancers","year":2010,"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; Internal medicine; Colorectal cancer; Specialty; General surgery; Gastroenterology; Colorectal cancer screening; Oncology; Family medicine; 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":[0.0002655427,0.0001390757,0.0002611149,0.00006440082,0.0002486633,0.00006485122,0.00007266481,0.0001274816,0.0007864382],"category_scores_gemma":[0.0001985692,0.0001014501,0.0001048373,0.0002871847,0.00006708463,0.00008408981,0.00001214636,0.001042778,0.0000192178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005038824,"about_ca_system_score_gemma":0.0005155171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002974093,"about_ca_topic_score_gemma":0.002986752,"domain_scores_codex":[0.9988851,0.00002766158,0.0002105258,0.0001739849,0.0004209653,0.0002817857],"domain_scores_gemma":[0.999122,0.00005807913,0.0001678269,0.0001185653,0.0002517434,0.0002818061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03475755,0.0006081252,0.408075,0.00008204675,0.00138513,0.00151541,0.005299706,0.00004177289,0.2603099,0.0000285432,0.2570836,0.03081321],"study_design_scores_gemma":[0.0144284,0.01534063,0.6142799,0.0006343274,0.0006037512,0.006764824,0.0005687202,0.00108907,0.2366145,0.000317632,0.1085482,0.0008099751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844406,0.00003373309,0.00006893685,0.008427422,0.001077261,0.0001496417,0.000006812232,0.00006334682,0.005732235],"genre_scores_gemma":[0.9944648,0.00004219938,0.000491533,0.0006383308,0.001216884,0.000007122953,0.000004899272,0.00002429074,0.003109935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2062049,"threshold_uncertainty_score":0.8610947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696447954674866,"score_gpt":0.2743634428088941,"score_spread":0.2573989632621454,"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."}}