{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001720139,0.0001099956,0.0002677847,0.001973095,0.0003686974,0.0007193204,0.0004285843,0.0006434121,0.003592687],"category_scores_gemma":[0.02880382,0.0002517101,0.0005002641,0.00223954,0.0003248048,0.0005398422,0.0003591531,0.0006397545,0.0004309677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002647936,"about_ca_system_score_gemma":0.001512291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2217423,"about_ca_topic_score_gemma":0.3411873,"domain_scores_codex":[0.9975158,0.0005970573,0.0002981143,0.0002619091,0.001063843,0.0002633001],"domain_scores_gemma":[0.9781967,0.006465185,0.009333661,0.0008562267,0.003917282,0.001230919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001708569,0.00000656233,0.9946274,0.00004879303,0.000103934,0.00005419109,0.00007741084,0.0001501195,0.00006844733,0.00008942007,0.001058925,0.003543826],"study_design_scores_gemma":[0.000003252634,0.00001846203,0.9984621,0.0000219275,0.00003639612,0.0002141801,0.00006505213,0.0002202325,0.00004201319,0.00003663096,0.0008741536,0.000005669233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9647945,0.01140324,0.0006019731,0.002183204,0.00005791446,0.00002385752,0.009663243,0.00006977814,0.01120238],"genre_scores_gemma":[0.9958403,0.001010823,0.0002198927,0.0001399784,0.00004423871,0.000007465283,0.001806716,0.00001214011,0.0009184614],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2217423,"threshold_uncertainty_score":0.4409032,"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."}}