{"id":"W4320484268","doi":"10.1016/j.jacc.2022.11.048","title":"Volunteer Response for Out-of-Hospital Cardiac Arrest","year":2023,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"University of Toronto","keywords":"Medicine; Volunteer; Emergency medicine; Medical emergency","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":[0.002024648,0.001123384,0.0009117732,0.0005894697,0.008493836,0.003627039,0.001521366,0.05255315,0.01373375],"category_scores_gemma":[0.01079764,0.0008576873,0.001488616,0.0004237235,0.001870293,0.001689429,0.002738644,0.02610543,0.006408493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004276947,"about_ca_system_score_gemma":0.008405125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01488045,"about_ca_topic_score_gemma":0.04076649,"domain_scores_codex":[0.9982679,0.0004235399,0.0001460912,0.0002207222,0.000266007,0.0006756894],"domain_scores_gemma":[0.9954219,0.0009221788,0.0002798716,0.0001940854,0.0008394984,0.00234236],"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":[0.0001744724,0.0001017693,0.002722014,0.00005964452,0.00003538629,0.01328443,0.0006569227,0.0001565045,0.0007716215,0.002504662,0.9746796,0.004852986],"study_design_scores_gemma":[0.0002660418,0.0003573177,0.01197679,0.0006351192,0.00006869127,0.007204175,0.005520549,0.001463104,0.0005516922,0.005628479,0.9661891,0.0001391209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007848225,0.0007129093,0.0002694654,0.920624,0.03319589,0.000158089,0.000240277,0.0001198745,0.03683136],"genre_scores_gemma":[0.03173438,0.0007283065,0.0004458388,0.8598905,0.0213913,0.0002255463,0.0001890605,0.0001126498,0.08528244],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05255315,"threshold_uncertainty_score":0.04594398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145003227512315,"score_gpt":0.2850915591151488,"score_spread":0.2705912363639173,"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."}}