{"id":"W1974644116","doi":"10.1097/sih.0000000000000052","title":"External Validation of Scoring Instruments for Evaluating Pediatric Resuscitation","year":2014,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Resuscitation; Medicine; Medical emergency; Medical physics; Emergency medicine","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":[0.1203314,0.0009262722,0.0007840482,0.001951259,0.001011739,0.001533589,0.002061639,0.001124337,0.001884672],"category_scores_gemma":[0.1631709,0.0004878246,0.001314655,0.001741324,0.002746816,0.001489764,0.002756036,0.001121997,0.001017629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210045,"about_ca_system_score_gemma":0.00402984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009031296,"about_ca_topic_score_gemma":0.001237471,"domain_scores_codex":[0.8924491,0.06439871,0.01086455,0.005582727,0.02523279,0.001471981],"domain_scores_gemma":[0.7651749,0.119996,0.03318475,0.02076001,0.0585045,0.002379846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001732294,0.001478285,0.8850539,0.0007021159,0.0004190811,0.00005581213,0.002342396,0.001416091,0.003121733,0.0009208928,0.001644637,0.1011128],"study_design_scores_gemma":[0.0004128964,0.007453642,0.9698108,0.0009579492,0.0002328999,0.0002540503,0.001294457,0.006075884,0.006496091,0.0008004457,0.006147291,0.0000636402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234427,0.001610469,0.05505423,0.0004578988,0.0003554923,0.00780429,0.001234624,0.0002562781,0.009784097],"genre_scores_gemma":[0.9469453,0.000573359,0.04233663,0.00017689,0.000137037,0.007123059,0.001861247,0.00008567379,0.000760858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1203314,"threshold_uncertainty_score":0.6363809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09749116790022433,"score_gpt":0.4483874271108331,"score_spread":0.3508962592106087,"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."}}