{"id":"W2005493921","doi":"10.1016/j.resuscitation.2013.07.020","title":"The formula for survival in resuscitation","year":2013,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":250,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Laerdal Foundation for Acute Medicine","keywords":"Medicine; Resuscitation; Intensive care medicine; Emergency 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":[0.008201261,0.001089262,0.001154292,0.0013705,0.00241835,0.003550003,0.00157299,0.00559943,0.013914],"category_scores_gemma":[0.05265799,0.0003808925,0.0008157363,0.0008607354,0.007595848,0.01039825,0.002698972,0.01521386,0.003765719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005132244,"about_ca_system_score_gemma":0.004659121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00475979,"about_ca_topic_score_gemma":0.003813438,"domain_scores_codex":[0.996412,0.001758191,0.0002732856,0.0004005068,0.0008106516,0.0003452868],"domain_scores_gemma":[0.9898812,0.005341637,0.0007169389,0.0007431284,0.002520208,0.00079687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007113622,0.00003751748,0.0007720986,0.0001569878,0.00003009696,0.0000890789,0.0002453634,0.000616198,0.00006294637,0.8438811,0.1130917,0.0409458],"study_design_scores_gemma":[0.0000700271,0.00007356991,0.0005915848,0.0004576695,0.00003899756,0.0001885136,0.0001852398,0.001703314,0.00008316051,0.8889871,0.1075888,0.00003194553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006800852,0.03996305,0.0538266,0.7720956,0.0468751,0.00009029121,0.0005680181,0.0002300764,0.07955035],"genre_scores_gemma":[0.6018325,0.04615971,0.05357778,0.1505045,0.06338025,0.0008389142,0.0007917477,0.0006096453,0.08230498],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.013914,"threshold_uncertainty_score":0.04654694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841976827208532,"score_gpt":0.2956768849815198,"score_spread":0.2772571167094345,"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."}}