{"id":"W4388740881","doi":"10.1016/j.resplu.2023.100500","title":"Wolf Creek XVII Part 5: Mobile AEDs","year":2023,"lang":"en","type":"review","venue":"Resuscitation Plus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto; Sunnybrook Hospital","funders":"University of Michigan","keywords":"Defibrillation; Chain of survival; Work (physics); Automated external defibrillator; Medicine; Accountability; Medical emergency; Public relations; Cardiopulmonary resuscitation; Political science; Engineering; Resuscitation; Basic life support; Emergency medicine; Cardiology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006780498,0.0004702804,0.001920411,0.0005713071,0.0002018378,0.0001243853,0.0001735311,0.0005506519,0.0001357799],"category_scores_gemma":[0.0005155289,0.0004184436,0.00111776,0.001425886,0.0001237514,0.000128588,0.00008532584,0.0005840004,0.003231623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004871363,"about_ca_system_score_gemma":0.001072456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005412854,"about_ca_topic_score_gemma":0.00004908766,"domain_scores_codex":[0.9967151,0.000241182,0.001053587,0.0007005967,0.0008033271,0.00048619],"domain_scores_gemma":[0.9975846,0.0006824175,0.0004898711,0.0006734883,0.0002693803,0.0003002278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005319426,0.00006030253,0.00001601707,0.04266033,0.0006318401,0.0002148766,0.0003971953,0.00002938342,9.69541e-7,0.0002556853,0.08319244,0.8724878],"study_design_scores_gemma":[0.0007115561,0.00007237393,0.00009025745,0.01722645,0.001603175,0.00001912661,0.0002234317,0.00003042085,2.338418e-7,0.0001113864,0.9795139,0.0003976797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003754622,0.9842539,0.00007117225,0.00007763729,0.005510285,0.002646882,0.0001556022,0.0004983174,0.006748645],"genre_scores_gemma":[0.00001377618,0.9832624,0.000215208,0.00006749756,0.002179927,0.000992884,0.002702138,0.0001775221,0.01038861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8963215,"threshold_uncertainty_score":0.9998267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07055412737874042,"score_gpt":0.3779846739476287,"score_spread":0.3074305465688884,"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."}}