{"id":"W2063145628","doi":"10.1046/j.1365-2044.2002.02361.x","title":"Effect of videotape feedback on anaesthetists' performance while managing simulated anaesthetic crises: a multicentre study","year":2002,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Anesthesia","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":[0.0004578993,0.0003441175,0.0006535368,0.0003912904,0.0001809767,0.0000114604,0.00022134,0.0002036831,0.00009140737],"category_scores_gemma":[0.00009000743,0.0002877348,0.0001290259,0.0006375952,0.0001144879,0.000104222,0.0000375223,0.000483946,0.0002461254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025577,"about_ca_system_score_gemma":0.00001933454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001385524,"about_ca_topic_score_gemma":0.00001017777,"domain_scores_codex":[0.9977998,0.000274353,0.0005139072,0.0004806319,0.0004145222,0.0005168544],"domain_scores_gemma":[0.9985858,0.0001135747,0.0001908804,0.0008235087,0.00009900229,0.0001873009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005367876,0.0007514091,0.60865,0.0002902397,0.00006084028,0.0003389315,0.001121725,0.0002402938,0.00002249578,0.00001527566,0.0001089408,0.387863],"study_design_scores_gemma":[0.02657194,0.1897145,0.6764853,0.004813362,0.001529422,0.0002830571,0.003015904,0.0762853,0.01262943,0.00002616305,0.006679219,0.001966442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960116,0.0004539343,0.000002508901,0.0006888398,0.0001240985,0.001450233,0.000001312513,0.0002884071,0.0009790525],"genre_scores_gemma":[0.9990749,0.0003762897,0.00006204367,0.0002000135,0.00004334374,0.00002923017,0.000005547885,0.00005369456,0.0001548731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3858966,"threshold_uncertainty_score":0.9999575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890831760903124,"score_gpt":0.2949991046172138,"score_spread":0.2660907870081826,"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."}}