{"id":"W4381510004","doi":"10.7759/cureus.40729","title":"Using the Evidence-Development-Validation-Consensus (EDVC) Approach to Develop and Validate maxSIMdrone: A Training Program for Healthcare Professionals to Provide Cardiac Arrest Care Using Drones","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Ontario Institute of Technology; Lakeridge Health","funders":"","keywords":"Medicine; Pandemic; Health care; First responder; Medical emergency; Medical education; Nursing; Coronavirus disease 2019 (COVID-19); Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3936267,0.001780227,0.004062373,0.01023407,0.00383541,0.006333823,0.007615388,0.00358633,0.008633695],"category_scores_gemma":[0.4812111,0.001701784,0.007669829,0.005564956,0.003446105,0.004768488,0.01078393,0.005359393,0.001342985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008979427,"about_ca_system_score_gemma":0.0640692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006166782,"about_ca_topic_score_gemma":0.01650612,"domain_scores_codex":[0.6776279,0.2322919,0.04628608,0.01227173,0.02885191,0.002670491],"domain_scores_gemma":[0.5082332,0.3033987,0.03313233,0.02646693,0.1234154,0.005353398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002183153,0.002222072,0.0356956,0.1379684,0.01201952,0.0007362843,0.0267726,0.01344439,0.002496115,0.03181406,0.02892645,0.7057214],"study_design_scores_gemma":[0.01154313,0.008825005,0.04508579,0.4506599,0.0332373,0.001166608,0.02382331,0.07713194,0.01352364,0.09872789,0.2351391,0.001136447],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0855676,0.02772379,0.5459003,0.01905212,0.004187152,0.2696213,0.00549746,0.001847547,0.0406027],"genre_scores_gemma":[0.1413534,0.002520134,0.7816128,0.001991478,0.000115688,0.07002724,0.001366991,0.0001542046,0.0008581373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3936267,"threshold_uncertainty_score":0.7477663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1743988253950735,"score_gpt":0.4223631902652665,"score_spread":0.247964364870193,"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."}}