{"id":"W3026257470","doi":"10.1016/j.jcjo.2020.04.004","title":"Ergonomics in the operating room: it doesn’t hurt to think about it, but it may hurt not to!","year":2020,"lang":"en","type":"review","venue":"Canadian Journal of Ophthalmology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Human factors and ergonomics; Medicine; Participatory ergonomics; Psychology; Medical education; Poison control; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001357386,0.0004195983,0.002066933,0.0006561634,0.0001484974,0.0001022332,0.0006996776,0.0004285765,0.00287069],"category_scores_gemma":[0.001911616,0.0002888541,0.0004920891,0.0005961539,0.00006321148,0.00006793789,0.00004621519,0.00160231,0.0002455117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005856726,"about_ca_system_score_gemma":0.004005447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346307,"about_ca_topic_score_gemma":0.0006461932,"domain_scores_codex":[0.9967805,0.000433787,0.001493537,0.0003798659,0.0002637786,0.0006485902],"domain_scores_gemma":[0.9965302,0.0009235996,0.0004079751,0.0003547141,0.0001702618,0.001613205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003633309,0.000126002,0.001288664,0.002949097,0.001211924,0.3420142,0.01663012,0.002177016,0.00000189741,0.0012383,0.02028488,0.6117145],"study_design_scores_gemma":[0.0006993203,0.0004549272,0.000539662,0.00408393,0.0002542864,0.06312945,0.0009479279,0.00002586167,3.433534e-7,0.00001070991,0.9295793,0.0002743243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01139963,0.8116911,0.00004026724,0.07620114,0.003170505,0.002488485,0.0001648469,0.00001363916,0.09483037],"genre_scores_gemma":[0.5341575,0.3407862,0.004264746,0.1020207,0.008293358,0.00009860254,0.0002208279,0.000501931,0.009656217],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9092944,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1227926607103678,"score_gpt":0.3913459571066112,"score_spread":0.2685532963962434,"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."}}