{"id":"W3132571965","doi":"10.1016/j.resuscitation.2021.02.018","title":"A goal to transform public access defibrillation to all access defibrillation","year":2021,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia; Island Health","funders":"","keywords":"Medicine; Defibrillation; Cardiopulmonary resuscitation; Scopus; Return of spontaneous circulation; Population; Resuscitation; Emergency medicine; Medical emergency; Internal medicine; Cardiology; MEDLINE","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":[0.00841899,0.001339842,0.001509956,0.001193837,0.0131585,0.01260725,0.003838846,0.2211749,0.02660719],"category_scores_gemma":[0.04441869,0.001458696,0.003736091,0.0007918974,0.008918239,0.009703013,0.01051302,0.1211143,0.01487685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009860842,"about_ca_system_score_gemma":0.05418003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0308604,"about_ca_topic_score_gemma":0.05621622,"domain_scores_codex":[0.9866001,0.001854323,0.001112006,0.001390749,0.003942984,0.00509984],"domain_scores_gemma":[0.9710293,0.008554948,0.001424743,0.001096757,0.004955447,0.01293877],"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":[0.00004805265,0.0001917485,0.0007386872,0.00008899403,0.00002888257,0.001769856,0.0004110557,0.0002040027,0.0007034537,0.02611047,0.9616275,0.008077121],"study_design_scores_gemma":[0.0001952208,0.0001315141,0.002049594,0.000461908,0.0000517173,0.001505253,0.001149526,0.0009835212,0.0005124761,0.02616398,0.9666545,0.0001406855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004430513,0.000322274,0.0004080461,0.9738616,0.01681777,0.00003277406,0.00004613859,0.00005351211,0.008014846],"genre_scores_gemma":[0.001997298,0.0002044773,0.0003274639,0.9776524,0.007678213,0.00003542152,0.00002584677,0.00002133898,0.01205757],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2211749,"threshold_uncertainty_score":0.08900988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05860888967996309,"score_gpt":0.3468063751421844,"score_spread":0.2881974854622213,"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."}}