{"id":"W2105916574","doi":"10.1016/j.resuscitation.2015.04.030","title":"Harmonizing CPR evaluation oversight","year":2015,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Observational study; Medicine; Health care; Quality (philosophy); Cardiopulmonary resuscitation; Public relations; Medical education; Medical emergency; Resuscitation; Law; Emergency medicine; Political science","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":[0.07658949,0.00130984,0.003336557,0.002637784,0.02059643,0.02394722,0.009839551,0.245792,0.009896512],"category_scores_gemma":[0.2351371,0.003611316,0.004631973,0.002093461,0.01609038,0.01192865,0.02078897,0.1274606,0.005666121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02426396,"about_ca_system_score_gemma":0.1063752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03797498,"about_ca_topic_score_gemma":0.07722703,"domain_scores_codex":[0.8936998,0.03086397,0.01633804,0.01231077,0.02625617,0.02053123],"domain_scores_gemma":[0.7901447,0.1065555,0.01225073,0.008553157,0.04658966,0.03590629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000075531,0.0001079238,0.002374869,0.0001674369,0.0001073726,0.00281398,0.00185348,0.000705998,0.0005276573,0.02208459,0.948921,0.02026026],"study_design_scores_gemma":[0.000293655,0.0001581854,0.004870587,0.001987918,0.0001999458,0.002222861,0.003258828,0.002381172,0.0007420531,0.06672606,0.9167921,0.0003666944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005419782,0.0003645201,0.0007226603,0.9864028,0.006341954,0.00006338688,0.00002447476,0.00005036082,0.005487862],"genre_scores_gemma":[0.003918669,0.0001799292,0.0008699367,0.9860633,0.005704303,0.00006957333,0.00001889985,0.00002889721,0.003146405],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.245792,"threshold_uncertainty_score":0.4050488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07848748707586833,"score_gpt":0.3234831686671374,"score_spread":0.2449956815912691,"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."}}