{"id":"W2461593239","doi":"10.1016/j.resuscitation.2016.06.018","title":"Physiologic monitoring of CPR quality during adult cardiac arrest: A propensity-matched cohort study","year":2016,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"National Institute of Child Health and Human Development; National Institute of Neurological Disorders and Stroke; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute","keywords":"Medicine; Propensity score matching; Cohort; Emergency medicine; Cohort study; Medical emergency; Internal 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":[0.001261436,0.0004936727,0.000603832,0.0006677025,0.0008972512,0.0009879618,0.0005430888,0.0009031945,0.001702641],"category_scores_gemma":[0.003210291,0.0007745059,0.001161534,0.001251096,0.000507488,0.001199249,0.0007109793,0.001082945,0.0004155391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004508654,"about_ca_system_score_gemma":0.0006846899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00461226,"about_ca_topic_score_gemma":0.005405898,"domain_scores_codex":[0.9985229,0.0003307125,0.0001718425,0.0005696107,0.0001737193,0.00023122],"domain_scores_gemma":[0.997778,0.0002758036,0.0007952414,0.0005771004,0.0002488619,0.0003249984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001171113,0.0002716326,0.9964963,0.000009362343,0.0003265596,0.0001077827,0.0001205545,0.00004589846,0.0004352929,0.0000402615,0.000141061,0.0008342167],"study_design_scores_gemma":[0.000122771,0.0008746118,0.9972225,0.00000630597,0.0002135264,0.0003214582,0.00037176,0.000494467,0.00008935284,0.00005802817,0.0002105735,0.00001458834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993494,0.00008006742,0.0002089342,0.00001749612,0.00001309417,0.00001980447,0.0001663037,0.00000281642,0.0001420037],"genre_scores_gemma":[0.9994134,0.00004248089,0.0001323005,0.00002789408,0.00001718614,0.00001639033,0.000244311,0.000002542556,0.0001034907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00461226,"threshold_uncertainty_score":0.00917083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826014764933103,"score_gpt":0.3152332825600007,"score_spread":0.2869731349106697,"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."}}