{"id":"W2656101935","doi":"10.1016/j.resuscitation.2017.06.013","title":"Increased cardiac arrest survival and bystander intervention in enclosed pedestrian walkway systems","year":2017,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; St. Michael's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Canada Research Chairs; National Heart, Lung, and Blood Institute; Heart and Stroke Foundation of Canada; Institute of Circulatory and Respiratory Health; Scheme for Promotion of Academic and Research Collaboration; Defence Research and Development Canada; Laerdal Foundation for Acute Medicine; National Institute of Neurological Disorders and Stroke; American Heart Association","keywords":"Bystander effect; Medicine; Pedestrian; Demographics; Medical emergency; Demography; Transport engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001007456,0.0001476346,0.0003389784,0.000194437,0.0002031516,0.0002067267,0.00007231598,0.0001335549,0.000004589212],"category_scores_gemma":[0.0007073772,0.0001350662,0.0001200006,0.0000991902,0.000105552,0.0003258974,0.00003672958,0.0001603697,0.00001380936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366431,"about_ca_system_score_gemma":0.00006708511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001745588,"about_ca_topic_score_gemma":0.0003791777,"domain_scores_codex":[0.9985788,0.0002084705,0.000349013,0.0003030795,0.0003498053,0.0002107593],"domain_scores_gemma":[0.9989898,0.0001465138,0.0002159197,0.0003799072,0.0001356171,0.0001322197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000922836,0.000141229,0.9704263,0.0008032195,0.0001349331,0.00006720626,0.0009237878,0.00003538763,0.01143242,0.002009726,0.0004521186,0.01265089],"study_design_scores_gemma":[0.003329583,0.00006478643,0.9921982,0.0004906935,0.00008152286,0.000001127651,0.001294453,0.0008098244,0.0001565624,0.0001841676,0.001240439,0.000148607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851876,0.0006064489,0.0002356936,0.0005000003,0.004566252,0.0007396595,0.00001815095,0.00004404292,0.008102141],"genre_scores_gemma":[0.9987999,0.0001715553,0.00007466585,0.000007862469,0.0005288908,0.00004561908,0.0001384489,0.00002016613,0.0002129556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02177198,"threshold_uncertainty_score":0.550784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209969764503462,"score_gpt":0.3012077161640103,"score_spread":0.2791080185189757,"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."}}