{"id":"W2474087210","doi":"10.1213/ane.0000000000001434","title":"Low-Cost Simulation to Teach Anesthetists’ Non-Technical Skills in Rwanda","year":2016,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Debriefing; Medicine; Context (archaeology); Psychological intervention; Baseline (sea); Session (web analytics); Intervention (counseling); Nursing; Medical education","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":[0.0005404889,0.0002756919,0.0004426916,0.0005024707,0.00009970981,0.00002554362,0.0001869212,0.000269445,0.0003968945],"category_scores_gemma":[0.0001939069,0.0002154397,0.0001164082,0.0008098641,0.00007788759,0.0001496892,0.00001565784,0.0002229701,0.0006055513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005470223,"about_ca_system_score_gemma":0.0004109914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001292206,"about_ca_topic_score_gemma":0.00003694225,"domain_scores_codex":[0.9975902,0.0001245756,0.0006628106,0.0005927195,0.0005151252,0.0005145564],"domain_scores_gemma":[0.9977564,0.0005973019,0.0001306734,0.0007404908,0.0003335265,0.0004415674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002830564,0.0005100558,0.9724797,0.00008655333,0.00001024787,0.0003076228,0.0007552342,0.001938162,0.001385184,0.00027658,0.001935917,0.02003166],"study_design_scores_gemma":[0.001352605,0.0002207052,0.9894739,0.0005982,0.00002766243,0.0002569943,0.0001056228,0.0008095014,0.001192786,0.0001295427,0.005552952,0.0002795117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703242,0.00003538559,0.001836705,0.02607555,0.00006175886,0.001298514,0.000002095436,0.0001457996,0.0002200285],"genre_scores_gemma":[0.993607,0.00001127175,0.0009626217,0.004089725,0.0002654582,0.000161544,0.00004412655,0.00006264552,0.0007955823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02328286,"threshold_uncertainty_score":0.8785377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511731287396341,"score_gpt":0.3321138434037902,"score_spread":0.3169965305298268,"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."}}