{"id":"W4210640984","doi":"10.1016/j.resuscitation.2022.01.029","title":"Modeling optimal AED placement to improve cardiac arrest survival: The challenge is implementation","year":2022,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Canadian VIGOUR Centre","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Automated external defibrillator; Medical emergency; Intensive care medicine; Resuscitation; 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":[0.01383357,0.0007810533,0.001633357,0.000530934,0.001676285,0.005190631,0.003281726,0.01673365,0.006072661],"category_scores_gemma":[0.1095773,0.0008530461,0.001437442,0.0006054568,0.002036164,0.006184139,0.00237429,0.02204176,0.003181045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005623507,"about_ca_system_score_gemma":0.01989457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03090267,"about_ca_topic_score_gemma":0.04157728,"domain_scores_codex":[0.9900398,0.007312587,0.0007264328,0.0005648536,0.0009830281,0.0003733693],"domain_scores_gemma":[0.8705218,0.1102139,0.002954697,0.002518274,0.01060649,0.003184892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002286742,0.0003329158,0.007898977,0.0003771046,0.0001678834,0.0006169595,0.000600907,0.0602559,0.0002141723,0.05240174,0.7808944,0.09601045],"study_design_scores_gemma":[0.0004717166,0.0003552058,0.002674714,0.001592572,0.0001950879,0.0005388554,0.002211143,0.2281396,0.0006306483,0.4271343,0.3357764,0.0002797318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001010326,0.000528032,0.005274588,0.9888038,0.001732887,0.00001653281,0.0001789458,0.00007863434,0.002376198],"genre_scores_gemma":[0.2026122,0.007981502,0.06329442,0.6839068,0.03279158,0.0005531638,0.0006813726,0.0004119465,0.007767003],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03090267,"threshold_uncertainty_score":0.07315975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004471628703479,"score_gpt":0.3177552018902361,"score_spread":0.2877104856032013,"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."}}