{"id":"W4220726654","doi":"10.1016/j.resuscitation.2022.03.013","title":"Incremental gains in response time with varying base location types for drone-delivered automated external defibrillators","year":2022,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; Centre for Advancing Health Outcomes; Island Health; University of British Columbia; University of Calgary; University of Toronto","funders":"","keywords":"Drone; Medicine; Response time; Medical emergency; Interval (graph theory); Emergency response; Simulation; Emergency medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007780117,0.0001160837,0.0001764764,0.000335383,0.000210528,0.00002225187,0.00004159086,0.00004089375,0.00003818796],"category_scores_gemma":[0.0002052591,0.0001116185,0.00005199405,0.0005568478,0.00003321267,0.0001531304,0.00002755005,0.0001014888,0.00001528495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005148293,"about_ca_system_score_gemma":0.000227404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006875674,"about_ca_topic_score_gemma":0.00001094233,"domain_scores_codex":[0.9986889,0.0002046732,0.0002562379,0.0002558232,0.0003991306,0.0001952387],"domain_scores_gemma":[0.9992778,0.0002519146,0.0001202578,0.0001436017,0.0001423828,0.00006402329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.05951323,0.0003677231,0.04369661,0.0003117302,0.000191367,0.0001046249,0.005833065,0.07878549,0.8031971,0.0004363341,0.003008201,0.00455449],"study_design_scores_gemma":[0.0142703,0.001574175,0.6455523,0.0004853389,0.0002409624,0.0000577175,0.002418132,0.324874,0.008936377,0.0003543231,0.0006921613,0.0005441353],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968362,0.0001055983,0.0008591618,0.0004904887,0.000251481,0.0009153779,0.00003028199,0.0001705549,0.0003408724],"genre_scores_gemma":[0.9967672,0.000004218462,0.002499488,0.00008967831,0.00008485726,0.0001459169,0.0002954307,0.00002917781,0.00008401007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7942607,"threshold_uncertainty_score":0.455167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446081752758658,"score_gpt":0.282338053660557,"score_spread":0.2678772361329704,"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."}}