{"id":"W2886406999","doi":"10.14740/gr1043w","title":"Should We Measure Adenoma Detection Rate for Gastroenterology Fellows in Training?","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Withdrawal time; Colonoscopy; Intubation; Internal medicine; Gastroenterology; Adenoma; General surgery; Surgery; Colorectal cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02241854,0.0005323318,0.0009255559,0.002240385,0.0003708367,0.00129438,0.001243428,0.001487157,0.0007891566],"category_scores_gemma":[0.1271791,0.0002572197,0.001113937,0.001878636,0.0007140178,0.002136398,0.0006746565,0.001248391,0.0005481659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142461,"about_ca_system_score_gemma":0.001143628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004404307,"about_ca_topic_score_gemma":0.006119457,"domain_scores_codex":[0.9889487,0.005198556,0.001725524,0.001225285,0.002452948,0.0004490422],"domain_scores_gemma":[0.900137,0.03840321,0.03672349,0.00446266,0.01572702,0.004546603],"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":[0.0001563513,0.00005767603,0.9827836,0.0001043654,0.0001175437,0.00002243662,0.0001312513,0.000296442,0.0001330037,0.0000509113,0.0007411918,0.01540537],"study_design_scores_gemma":[0.00002152221,0.0009472064,0.9929684,0.0001497104,0.0001291449,0.0004123982,0.0004136287,0.00247281,0.0006743084,0.0002638583,0.001517973,0.00002913783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9699731,0.007558766,0.008071588,0.008058609,0.0006248981,0.0001322901,0.001371352,0.0001785228,0.004030867],"genre_scores_gemma":[0.9912718,0.0006113793,0.006418523,0.0006704712,0.0002763938,0.00007868564,0.0004328161,0.00001960096,0.0002204246],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02241854,"threshold_uncertainty_score":0.118562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1674352827869336,"score_gpt":0.395627330701457,"score_spread":0.2281920479145234,"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."}}