{"id":"W4417290727","doi":"10.1016/j.resplu.2025.101189","title":"Feasibility of public CPR training kiosks to increase bystander resuscitation: a Monte Carlo simulation study","year":2025,"lang":"en","type":"article","venue":"Resuscitation Plus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; NOSM University; Ottawa Hospital; Health Sciences North","funders":"","keywords":"Interactive kiosk; Bystander effect; Training (meteorology); Action (physics); Simulation training; Monte Carlo method","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001904141,0.0002538791,0.000584528,0.0008567656,0.0002276456,0.00007920893,0.0001352978,0.0001528145,0.00002285907],"category_scores_gemma":[0.004103004,0.0002424578,0.0002155185,0.00192626,0.0001002485,0.0003437828,0.00007000443,0.000229571,0.00001432242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005660537,"about_ca_system_score_gemma":0.0008079511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002575489,"about_ca_topic_score_gemma":0.0004028111,"domain_scores_codex":[0.9967972,0.000474658,0.0009117976,0.0006027285,0.0008545763,0.0003590595],"domain_scores_gemma":[0.9967474,0.0007947306,0.0002518906,0.0006040331,0.001310638,0.0002912733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00934364,0.00231997,0.6845916,0.001744224,0.001250497,0.00009963645,0.07518325,0.1758264,0.005546668,0.004700509,0.004523512,0.0348701],"study_design_scores_gemma":[0.00769428,0.0003115967,0.9445784,0.0003495047,0.0003213543,0.000001151164,0.02340007,0.02155624,0.00005054594,0.0007191531,0.0007322705,0.0002854487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788724,0.0001294325,0.009553474,0.002039303,0.00109875,0.002788371,0.00003287293,0.0001416238,0.005343827],"genre_scores_gemma":[0.9975923,0.000005206882,0.001203606,0.0002858153,0.0001681124,0.0001203081,0.00005631001,0.0000261438,0.0005422483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2599868,"threshold_uncertainty_score":0.9887142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08490878656686993,"score_gpt":0.3811545535627099,"score_spread":0.29624576699584,"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."}}