{"id":"W3166877438","doi":"10.1213/ane.0000000000005584","title":"Qualities of Effective Vital Anaesthesia Simulation Training Facilitators Delivering Simulation-Based Education in Resource-Limited Settings","year":2021,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Facilitator; Medicine; Best practice; Medical education; Resource (disambiguation); Multidisciplinary approach; Nursing; Knowledge management; Psychology; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006903498,0.0003219647,0.0006157524,0.0007247499,0.0001492551,0.0000345902,0.0001071626,0.0002490122,0.000118747],"category_scores_gemma":[0.0008113596,0.0003698222,0.0002037659,0.001307574,0.0001122957,0.0002250601,0.00001027797,0.0002961705,0.00001227159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004876572,"about_ca_system_score_gemma":0.00216554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004214284,"about_ca_topic_score_gemma":0.00002802895,"domain_scores_codex":[0.9968881,0.0005655898,0.0009745966,0.0005808389,0.0005851454,0.0004057115],"domain_scores_gemma":[0.995177,0.002681236,0.0003812442,0.0005399185,0.001006428,0.0002142131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002441283,0.000208842,0.4406213,0.000432526,0.00003171202,0.00004274616,0.007350434,0.5382281,0.0001729325,0.0001805716,0.00002393241,0.01246277],"study_design_scores_gemma":[0.001248426,0.0002410524,0.7656558,0.0009081351,0.000108612,0.00002634785,0.01544627,0.2133266,0.001526397,0.0001606583,0.0009889456,0.0003627362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946141,0.0006219379,0.001299563,0.002283393,0.00004963853,0.0008781674,0.000005631497,0.0001135415,0.0001340863],"genre_scores_gemma":[0.9958755,0.00000439428,0.001634632,0.001736321,0.0001234081,0.00008906064,0.0003949945,0.00005938854,0.00008231754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3250345,"threshold_uncertainty_score":0.9998754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575963903440081,"score_gpt":0.3384407723113206,"score_spread":0.3126811332769198,"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."}}