{"id":"W2097980906","doi":"10.1016/j.resuscitation.2009.12.018","title":"Written evaluation is not a predictor for skills performance in an Advanced Cardiovascular Life Support course","year":2010,"lang":"en","type":"article","venue":"Resuscitation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Advanced life support; Advanced cardiac life support; Medical education; Emergency medicine; Cardiopulmonary resuscitation; Resuscitation","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":[0.002266388,0.0003437197,0.0003468243,0.0006650882,0.0006105757,0.00162966,0.0006208976,0.001155651,0.005385336],"category_scores_gemma":[0.03596922,0.0002147421,0.000439766,0.0004333187,0.000425165,0.000991207,0.0007136076,0.001839606,0.00119566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005760888,"about_ca_system_score_gemma":0.001630091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001658424,"about_ca_topic_score_gemma":0.002497729,"domain_scores_codex":[0.9983383,0.000423938,0.0002594213,0.0001041892,0.0006363037,0.0002376793],"domain_scores_gemma":[0.9628913,0.01522763,0.01043123,0.0007606534,0.003625559,0.007063694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005068163,0.001447575,0.9879367,0.00004386359,0.00005023981,0.000250532,0.0002977128,0.0003420962,0.0005179187,0.00005414122,0.0009278057,0.007624599],"study_design_scores_gemma":[0.00002989581,0.001142037,0.994633,0.0000782162,0.00003913278,0.00026441,0.0007328243,0.0019161,0.0004640069,0.0001650916,0.0005176961,0.00001751604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966121,0.0001235528,0.0001029828,0.0003520118,0.00006455995,0.00001797252,0.00006633848,0.00001271365,0.00264785],"genre_scores_gemma":[0.9985613,0.00009335402,0.0001352901,0.00009103933,0.00002569935,0.00001421074,0.0001195508,0.000007620376,0.000951915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005385336,"threshold_uncertainty_score":0.01801574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03663140995224332,"score_gpt":0.3810030980228389,"score_spread":0.3443716880705956,"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."}}