{"id":"W3162441220","doi":"10.1016/j.resplu.2021.100134","title":"Is a homemade cardiopulmonary resuscitation (CPR) trainer non-inferior to a commercially available CPR mannequin in teaching high-quality CPR? A non-inferiority randomized control trial","year":2021,"lang":"en","type":"article","venue":"Resuscitation Plus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Earl Haig Secondary School; NOSM University; Queen's University; Science North","funders":"Northern Ontario Academic Medicine Association","keywords":"Trainer; Randomized controlled trial; Cardiopulmonary resuscitation; Medicine; Competence (human resources); Physical therapy; Computer science; Psychology; Surgery; Resuscitation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01233058,0.001610714,0.005444191,0.0006796109,0.0006164153,0.001637187,0.001675113,0.005750399,0.01009559],"category_scores_gemma":[0.01719396,0.0009041323,0.003071301,0.000579909,0.002990812,0.001827172,0.0006965316,0.002743969,0.0009186105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296359,"about_ca_system_score_gemma":0.001732778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004793938,"about_ca_topic_score_gemma":0.0005999283,"domain_scores_codex":[0.9883216,0.007842154,0.001010765,0.001254721,0.0009935872,0.0005772362],"domain_scores_gemma":[0.9876137,0.00757767,0.002528229,0.001008999,0.0005560369,0.0007153733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.980242,0.004961795,0.0005029163,0.001416958,0.001090399,0.00003837448,0.00008582154,0.0001441295,0.001033235,0.0003073027,0.0003227441,0.009854467],"study_design_scores_gemma":[0.8859364,0.1089136,0.001300816,0.0002143552,0.001179735,0.00003362859,0.00003225196,0.0007717184,0.0005480581,0.0004627655,0.0005833951,0.00002343918],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9268914,0.01128773,0.006917866,0.001577193,0.00376601,0.04472553,0.0006746014,0.0002760054,0.003883785],"genre_scores_gemma":[0.9432202,0.001802632,0.007938487,0.001346642,0.001257908,0.04204588,0.0002098423,0.00003252204,0.002145905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01233058,"threshold_uncertainty_score":0.06521112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472469687257786,"score_gpt":0.3244569955765998,"score_spread":0.299732298704022,"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."}}