{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007061003,0.0001445985,0.0002204249,0.0009085831,0.0003972004,0.0007486781,0.0004653062,0.0009218362,0.006142495],"category_scores_gemma":[0.01374772,0.0002578525,0.0005262287,0.001334091,0.0003752488,0.0004451505,0.0003788825,0.0007127978,0.000309949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071228,"about_ca_system_score_gemma":0.001298955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05971622,"about_ca_topic_score_gemma":0.1017459,"domain_scores_codex":[0.9990181,0.0001780884,0.0001057952,0.0001423646,0.000283201,0.0002725154],"domain_scores_gemma":[0.9827051,0.003790765,0.009477206,0.0004406438,0.00122097,0.002365408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007640642,0.000009115009,0.9983009,0.00001021835,0.00002879584,0.00009022534,0.00003741143,0.00001868859,0.00006103177,0.00001359454,0.0002755135,0.001078266],"study_design_scores_gemma":[0.000003807004,0.00002466939,0.9991365,0.00001268498,0.00002304945,0.0003369624,0.0001493508,0.00009778425,0.0000181066,0.00001503362,0.000179496,0.000002516074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993368,0.001866624,0.0001055549,0.001297658,0.00007258034,0.000005040059,0.0003909105,0.00001178821,0.002881941],"genre_scores_gemma":[0.9990741,0.0003237003,0.00004985586,0.0001189217,0.0000727307,0.000001230128,0.0001290086,0.000003260966,0.000227149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05971622,"threshold_uncertainty_score":0.1187373,"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."}}