{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001618677,0.0001362686,0.0002468534,0.0002198335,0.00009773063,0.0000222684,0.00007824793,0.0001657429,0.0001525644],"category_scores_gemma":[0.0007901101,0.0001432097,0.0001102322,0.0003099892,0.00004011389,0.0004181821,0.000005956602,0.0002185452,0.00002507785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950566,"about_ca_system_score_gemma":0.001287869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002425566,"about_ca_topic_score_gemma":0.00002571492,"domain_scores_codex":[0.9980434,0.0000874039,0.0004626275,0.0003911936,0.0007584579,0.0002569885],"domain_scores_gemma":[0.997327,0.000232911,0.0001353056,0.0005577598,0.001526848,0.0002201934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007274265,0.0004654536,0.9004144,0.0006617395,0.00010592,0.000001547376,0.01101606,0.01225953,0.002653635,0.0001082423,0.0007687051,0.07081732],"study_design_scores_gemma":[0.003750183,0.000331445,0.9118019,0.00008353523,0.0001631566,0.000002478016,0.0008417404,0.08059926,0.001035042,0.00009658498,0.001152694,0.000142017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993183,0.00009032129,0.0002179539,0.002685455,0.001098125,0.002517901,0.00004281975,0.00006322597,0.0001011699],"genre_scores_gemma":[0.9933801,0.00001763412,0.003666263,0.00085147,0.0005822123,0.0005274132,0.0008735097,0.00003410646,0.00006723937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0706753,"threshold_uncertainty_score":0.5839924,"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."}}