{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005277295,0.0006184381,0.0009357918,0.001537209,0.0002357547,0.00117372,0.0003291226,0.001077424,0.00009665889],"category_scores_gemma":[0.0008058228,0.0006222338,0.0005378728,0.002102657,0.00004606009,0.00127507,0.0001750355,0.0008274814,0.0003076252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008649966,"about_ca_system_score_gemma":0.0006496076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001844982,"about_ca_topic_score_gemma":0.0002409903,"domain_scores_codex":[0.9950248,0.0002541553,0.0009704872,0.001206476,0.001695001,0.0008490823],"domain_scores_gemma":[0.9968187,0.00036988,0.000335093,0.0007592338,0.001249431,0.0004676756],"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":[0.0003505267,0.00003139981,0.00316655,0.0009980948,0.0003341026,0.0001239668,0.001046732,0.0008283524,0.00178636,0.0001310747,0.9707583,0.0204446],"study_design_scores_gemma":[0.001094231,0.0001493411,0.05828863,0.0007281841,0.0004164688,0.00003378991,0.00008440208,0.0002114982,0.0005291704,0.0005719206,0.9371278,0.0007645671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03880933,0.0002494647,0.00979248,0.9267265,0.004837481,0.00380327,0.0001556893,0.0003365661,0.01528921],"genre_scores_gemma":[0.309694,0.0002953081,0.00359059,0.6385297,0.02113176,0.0005843502,0.02398272,0.0004295742,0.001762067],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2881969,"threshold_uncertainty_score":0.9998631,"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."}}