{"id":"W3143442812","doi":"10.1016/j.gie.2021.01.023","title":"Core curriculum for ergonomics in endoscopy","year":2021,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children; The Wilson Centre","funders":"","keywords":"Medicine; Endoscopy; Curriculum; Human factors and ergonomics; Medical education; Poison control; Radiology; Medical emergency; Pedagogy; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001912658,0.0001651306,0.0003271461,0.00008876254,0.00004874356,0.00002187843,0.00006032515,0.00003711559,0.0004178111],"category_scores_gemma":[0.001332858,0.000160327,0.0001408989,0.0002568769,0.00005041993,0.00005525583,0.0000325438,0.0002150761,0.00004214267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009401055,"about_ca_system_score_gemma":0.0002017074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002775384,"about_ca_topic_score_gemma":0.00002842312,"domain_scores_codex":[0.9987482,0.00002904382,0.0003464559,0.0003359078,0.0001415606,0.0003988157],"domain_scores_gemma":[0.9989106,0.0004689989,0.0000717459,0.0001934988,0.0001573371,0.0001978325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003415213,0.0009409815,0.9274782,0.0002244545,0.00004293886,0.00114187,0.0001718408,0.001002428,0.04927484,0.009746298,0.0006538887,0.005907082],"study_design_scores_gemma":[0.1904642,0.00652871,0.4574499,0.007783613,0.0005518178,0.03085987,0.007145105,0.1840318,0.03042492,0.00641688,0.07601568,0.002327533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758577,0.0001128908,0.01247897,0.0005053998,0.0002250815,0.0004251707,0.00001952163,0.000116623,0.01025859],"genre_scores_gemma":[0.7953157,0.000005926368,0.2033558,0.0005163489,0.000183831,0.00004263225,0.000113208,0.00002729722,0.000439165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4700282,"threshold_uncertainty_score":0.6537944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05536126429725399,"score_gpt":0.3323315006461314,"score_spread":0.2769702363488774,"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."}}