{"id":"W4403226917","doi":"10.1016/j.cjca.2024.08.093","title":"ACCEPTABILITY AND EFFECTIVENESS OF A NOVEL, VIDEO-BASED CPR AND AED EDUCATION PROGRAM IN ONTARIO SCHOOLS","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Medical emergency; Medical education; Emergency medicine; Resuscitation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003463756,0.0002496273,0.0005055447,0.0006714682,0.003144966,0.001543443,0.001014962,0.0006333572,0.002298367],"category_scores_gemma":[0.01186129,0.0004001144,0.0006648175,0.0009526346,0.001117746,0.0007459963,0.001065184,0.0008260632,0.0002289348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0328917,"about_ca_system_score_gemma":0.0500601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9022186,"about_ca_topic_score_gemma":0.9559931,"domain_scores_codex":[0.9952495,0.001389518,0.0002792526,0.0005118957,0.001468473,0.001101381],"domain_scores_gemma":[0.9906659,0.001690991,0.001225315,0.0002686078,0.003236744,0.002912343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009867054,0.01941711,0.7083031,0.0008765773,0.0001648743,0.000480526,0.07569461,0.001338932,0.005555612,0.0007754931,0.003884142,0.1736419],"study_design_scores_gemma":[0.000403605,0.005435745,0.9793108,0.0001189268,0.00007839021,0.00002384029,0.01095775,0.0006989176,0.0005486783,0.00003473655,0.002346642,0.00004191426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978725,0.00004696093,0.00005465413,0.0001433799,0.000007520474,0.0002218706,0.00008121834,0.000008090974,0.001563934],"genre_scores_gemma":[0.9982682,0.00008798215,0.0002797822,0.00005436482,0.00000575332,0.0001676982,0.00007816382,0.00000301235,0.001054987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09778142,"threshold_uncertainty_score":0.2386471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03787197479469189,"score_gpt":0.3798012482863719,"score_spread":0.34192927349168,"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."}}