{"id":"W4407948201","doi":"10.1016/j.jacadv.2024.101573","title":"Gaps in Public Access Defibrillation","year":2025,"lang":"en","type":"article","venue":"JACC Advances","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; National Heart, Lung, and Blood Institute; Fulbright Australia","keywords":"Public access; Business; Computer science; Internet privacy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01995106,0.0001970833,0.0005576392,0.008828283,0.001036954,0.003236446,0.001718188,0.001233257,0.01108306],"category_scores_gemma":[0.0702288,0.0002629975,0.0005918863,0.01235169,0.001553697,0.005550538,0.003599869,0.001412502,0.0008681473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005365329,"about_ca_system_score_gemma":0.02186125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0379551,"about_ca_topic_score_gemma":0.0305352,"domain_scores_codex":[0.9907237,0.002544919,0.002387083,0.0009690178,0.002289405,0.001085895],"domain_scores_gemma":[0.8804544,0.08187187,0.01747105,0.002998536,0.01390067,0.003303492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001686142,0.000165187,0.1290987,0.02727656,0.0001362324,0.0009738046,0.01474239,0.00114644,0.0005228352,0.07646494,0.1093002,0.640004],"study_design_scores_gemma":[0.00003447881,0.0001400418,0.228336,0.06428861,0.0001622191,0.001209909,0.03369767,0.0009329138,0.0005959003,0.01447398,0.6560574,0.00007085679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1871564,0.2887579,0.007373514,0.327011,0.002072655,0.0003987209,0.02857446,0.0003046124,0.1583508],"genre_scores_gemma":[0.8173827,0.1332192,0.008593122,0.02216582,0.0008979602,0.0004808062,0.01451665,0.00008674719,0.002656965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0379551,"threshold_uncertainty_score":0.1055126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774904296281395,"score_gpt":0.3511857034401616,"score_spread":0.3334366604773477,"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."}}