{"id":"W4415766980","doi":"10.1016/j.resplu.2025.101150","title":"Impact of public CPR kiosks on bystander CPR rates in Northern Ontario","year":2025,"lang":"en","type":"article","venue":"Resuscitation Plus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Health Sciences North","funders":"","keywords":"Interactive kiosk; Bystander effect; Public health; Cardiopulmonary resuscitation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004477004,0.0001788942,0.0003116725,0.000754681,0.002559107,0.001747568,0.0007007439,0.0004696093,0.005566163],"category_scores_gemma":[0.004278771,0.0003133358,0.0005839852,0.001372143,0.0008161612,0.0006527496,0.001195407,0.0007146574,0.0003978909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03737224,"about_ca_system_score_gemma":0.03908911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898081,"about_ca_topic_score_gemma":0.9971077,"domain_scores_codex":[0.9989406,0.0001133619,0.00005068359,0.0000940246,0.0002827804,0.0005184812],"domain_scores_gemma":[0.9953798,0.0003853954,0.001101303,0.0001069456,0.001657861,0.001368662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002941421,0.0001093598,0.9833689,0.00007412903,0.00007346179,0.0003487218,0.003770472,0.0004176169,0.0002948862,0.0003276977,0.003404277,0.00751632],"study_design_scores_gemma":[0.000008170769,0.00003086016,0.9930919,0.00002857143,0.0000156375,0.00003071571,0.005662763,0.000167891,0.00003338743,0.00002695512,0.0008950027,0.000008126412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909437,0.000147795,0.00004243161,0.0006920979,0.00002139696,0.00002666595,0.001206327,0.000009952341,0.006909613],"genre_scores_gemma":[0.9956305,0.0002317958,0.00004860623,0.00008815464,0.00001071668,0.00001548333,0.0003737473,0.000006481028,0.00359449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03737224,"threshold_uncertainty_score":0.2711558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246254771129464,"score_gpt":0.329143673070601,"score_spread":0.3045181959576546,"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."}}