{"id":"W3042842822","doi":"10.1016/j.gie.2020.02.010","title":"Ergonomics in endoscopy: Can you teach an old dog new tricks?","year":2020,"lang":"en","type":"letter","venue":"Gastrointestinal Endoscopy","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Endoscopy; Scopus; Endoscope; Medicine; Colonoscopy; Human factors and ergonomics; MEDLINE; Medical physics; Poison control; Surgery; Medical emergency; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00232117,0.000603023,0.0008629831,0.0005040305,0.006137943,0.003175774,0.001375717,0.05784681,0.009417819],"category_scores_gemma":[0.01793591,0.0004930475,0.0007088333,0.0004345358,0.002898407,0.005252312,0.001839858,0.04123706,0.003864211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00354319,"about_ca_system_score_gemma":0.005824975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009695456,"about_ca_topic_score_gemma":0.02096565,"domain_scores_codex":[0.9978603,0.0007418193,0.0002475962,0.0002279394,0.0005198621,0.0004026658],"domain_scores_gemma":[0.9916679,0.003275801,0.000379744,0.000162801,0.001343986,0.003169742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007239202,0.0001921066,0.002498671,0.0001051637,0.00001530552,0.01108697,0.0009084824,0.00007123646,0.0002258544,0.003180417,0.9669073,0.01473609],"study_design_scores_gemma":[0.0001813402,0.0003335818,0.005739959,0.001235891,0.000042811,0.02076354,0.008138532,0.0007614573,0.000162943,0.01582472,0.9466839,0.0001312722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005070177,0.0009044409,0.00003576968,0.9910189,0.005534241,0.000004386633,0.000004782544,0.000005765659,0.00198466],"genre_scores_gemma":[0.0121975,0.003162487,0.0002590736,0.9305233,0.0427826,0.00003209613,0.00001139331,0.00001722868,0.01101436],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05784681,"threshold_uncertainty_score":0.03150576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03766021953495015,"score_gpt":0.3014519357935147,"score_spread":0.2637917162585646,"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."}}