{"id":"W3135847313","doi":"10.1093/jcag/gwab002.091","title":"A93 VOLUME OF EMR EXPOSURE IN TRAINING IS CORRELATED WITH POLYPECTOMY COGNITIVE COMPETENCE AMONGST RECENT GASTROENTEROLOGY GRADUATES","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; The Wilson Centre; Hospital for Sick Children; St. Michael's Hospital; University of Calgary","funders":"","keywords":"Polypectomy; Colonoscopy; Medicine; Competence (human resources); Cognition; Endoscopy; Descriptive statistics; General surgery; Internal medicine; Medical physics; Colorectal cancer; Psychology; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007843142,0.0001163174,0.0001230583,0.0007127944,0.0004132133,0.0006752406,0.0004295416,0.0004096942,0.006403212],"category_scores_gemma":[0.006143505,0.0001301839,0.0002839521,0.0005754607,0.0003518525,0.0002913492,0.0005548764,0.0005059854,0.0002994818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008488961,"about_ca_system_score_gemma":0.001340656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06297458,"about_ca_topic_score_gemma":0.09407223,"domain_scores_codex":[0.9994728,0.0000759841,0.00004965815,0.00006086954,0.0002133304,0.0001274033],"domain_scores_gemma":[0.9936299,0.001194209,0.002321293,0.0001161957,0.0007812082,0.001957243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002849258,0.00007480388,0.9948503,0.00002985598,0.00001285985,0.0000269848,0.000372116,0.00004813943,0.0002302597,0.00001096432,0.0002298352,0.004085368],"study_design_scores_gemma":[7.192298e-7,0.00004004232,0.9993017,0.00000895017,0.00000221655,0.0000287366,0.0003703092,0.00005852179,0.00002199675,0.000002837064,0.0001624866,0.000001538156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987754,0.0001062222,0.00004517336,0.000148045,0.00000601532,0.000007460244,0.0001129794,0.000004147181,0.0007944536],"genre_scores_gemma":[0.9991977,0.0001272588,0.00009491823,0.00004367631,0.00001214647,0.000005989932,0.0001129624,0.000001161102,0.0004042513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06297458,"threshold_uncertainty_score":0.1252161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368791869919894,"score_gpt":0.2283448767034515,"score_spread":0.2146569580042525,"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."}}