{"id":"W2747689280","doi":"10.2196/resprot.7901","title":"A Mobile Device App to Reduce Medication Errors and Time to Drug Delivery During Pediatric Cardiopulmonary Resuscitation: Study Protocol of a Multicenter Randomized Controlled Crossover Trial","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Cardiopulmonary resuscitation; Randomized controlled trial; Crossover study; Protocol (science); Medical emergency; Emergency medicine; Intensive care medicine; Resuscitation; Alternative medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01737982,0.004254603,0.007944707,0.001419036,0.002391374,0.002758196,0.002052194,0.004879611,0.0304427],"category_scores_gemma":[0.02269511,0.001876892,0.004179572,0.001817125,0.002091205,0.002317945,0.001202358,0.004337231,0.004673176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003098325,"about_ca_system_score_gemma":0.01133686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001831027,"about_ca_topic_score_gemma":0.003711454,"domain_scores_codex":[0.9872265,0.007005335,0.001738607,0.001330089,0.001485389,0.00121406],"domain_scores_gemma":[0.9912223,0.002423207,0.00205025,0.000756129,0.002574762,0.0009733543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9286987,0.02613376,0.001436479,0.01175192,0.002600196,0.0002051533,0.0004242579,0.001079082,0.002202634,0.001296085,0.006448207,0.01772345],"study_design_scores_gemma":[0.9361548,0.04584411,0.003263009,0.001181055,0.001222025,0.00003805425,0.0001138828,0.0008499352,0.0005517976,0.0006818042,0.01004434,0.00005521996],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007443351,0.0003652372,0.00091258,0.0001672702,0.0002966851,0.9892228,0.0008333999,0.00005452169,0.0007041761],"genre_scores_gemma":[0.005186935,0.0001709436,0.001587194,0.0001616674,0.00004991339,0.9924211,0.0001313664,0.000004429042,0.000286472],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0304427,"threshold_uncertainty_score":0.1018409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106629611306779,"score_gpt":0.5424533469538031,"score_spread":0.4358237356470241,"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."}}