{"id":"W3154747744","doi":"10.1016/j.cjco.2021.02.008","title":"Mandating Training Is Not Enough: The State of Cardiopulmonary Resuscitation and Automated External Defibrillator Training in Ontario Schools","year":2021,"lang":"en","type":"article","venue":"CJC Open","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"ZOLL Medical Corporation","keywords":"Cardiopulmonary resuscitation; Training (meteorology); Automated external defibrillator; Medical emergency; Medicine; State (computer science); Medical education; Resuscitation; Emergency medicine; Computer science; Geography; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003309933,0.0001059415,0.0002529098,0.001083092,0.003687045,0.001989013,0.0009956842,0.0005372126,0.0023134],"category_scores_gemma":[0.01237908,0.0003357409,0.0001871494,0.001900892,0.002829206,0.000875899,0.001252528,0.0006210885,0.0001216887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03648624,"about_ca_system_score_gemma":0.05402843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9322643,"about_ca_topic_score_gemma":0.9775656,"domain_scores_codex":[0.9957808,0.000665779,0.0002911656,0.0003956902,0.001607467,0.001258982],"domain_scores_gemma":[0.9811863,0.002428835,0.006151218,0.0005056357,0.004319029,0.00540897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001347638,0.0001374839,0.9275749,0.0003277329,0.00002604412,0.0002585716,0.04357642,0.0001672323,0.0009821329,0.0013819,0.004016462,0.02141647],"study_design_scores_gemma":[0.000004918262,0.00003180692,0.9822614,0.0001098927,0.000007233486,0.00001921486,0.01408037,0.00008195054,0.00006877932,0.00006138697,0.003260945,0.00001201185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900356,0.0003693561,0.00008821678,0.004101016,0.00002137087,0.00004265584,0.0002136356,0.000008771523,0.005119419],"genre_scores_gemma":[0.9989161,0.0002171065,0.0000852803,0.000238378,0.000006693654,0.00001553677,0.00005786489,0.000002083439,0.0004609563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06773573,"threshold_uncertainty_score":0.2647274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04280518077915735,"score_gpt":0.3113679580248628,"score_spread":0.2685627772457055,"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."}}