{"id":"W2887050976","doi":"10.1016/j.resuscitation.2018.08.012","title":"Spatiotemporal AED optimization is generalizable","year":2018,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Danish Foundation TrygFonden","keywords":"Medicine; Medical emergency","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":[0.001043745,0.001093934,0.001325029,0.0006098055,0.0003261878,0.001112455,0.0007612091,0.001049702,0.006895876],"category_scores_gemma":[0.00816049,0.0005316898,0.0009890933,0.0004901658,0.000532263,0.001872702,0.001991275,0.001190255,0.000607757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000547722,"about_ca_system_score_gemma":0.00160232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007560306,"about_ca_topic_score_gemma":0.004185226,"domain_scores_codex":[0.9995741,0.0001070903,0.00003539236,0.0001512926,0.00007100571,0.00006111613],"domain_scores_gemma":[0.9986492,0.0006984801,0.00012586,0.0001766046,0.0002943442,0.00005565819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001152261,0.00005179542,0.001411487,0.0001256882,0.00007017257,0.00009043798,0.00004234602,0.9269143,0.002104821,0.02658091,0.005523731,0.03696904],"study_design_scores_gemma":[0.000007538004,0.00001618176,0.0001989842,0.000009208992,0.000007534748,0.00002302152,0.00001156546,0.9882791,0.0002223433,0.01060752,0.0006137721,0.000003309317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03097331,0.0005069899,0.9505841,0.001334348,0.0002059782,0.0001022691,0.0005843215,0.0005765739,0.0151321],"genre_scores_gemma":[0.7956403,0.001343999,0.1840931,0.0008157323,0.0003651567,0.000180953,0.002044385,0.0009513294,0.014565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007560306,"threshold_uncertainty_score":0.02306896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185336099499603,"score_gpt":0.291664963559415,"score_spread":0.2731313536094547,"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."}}