{"id":"W3201847813","doi":"10.2196/31748","title":"Impact of a Mobile App on Paramedics’ Perceived and Physiologic Stress Response During Simulated Prehospital Pediatric Cardiopulmonary Resuscitation: Study Nested Within a Multicenter Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Emergency medicine; Randomized controlled trial; Emergency medical services; Cardiopulmonary resuscitation; Anxiety; Medical emergency; Resuscitation; Internal medicine; Psychiatry","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":[0.01005121,0.002446423,0.004925167,0.0005372692,0.001199108,0.002059656,0.001372988,0.003229257,0.006968852],"category_scores_gemma":[0.01630526,0.001104838,0.004489269,0.0006976746,0.001834531,0.002066555,0.001005338,0.003120084,0.0009061412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475015,"about_ca_system_score_gemma":0.002971735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540343,"about_ca_topic_score_gemma":0.002649734,"domain_scores_codex":[0.9893337,0.006373163,0.001105782,0.001773395,0.0007007665,0.0007131521],"domain_scores_gemma":[0.9907675,0.003572659,0.002298248,0.0008733103,0.001283704,0.001204479],"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":[0.9631947,0.02245865,0.001619017,0.001422218,0.004502909,0.00004659517,0.0002135307,0.0001690372,0.001179951,0.00007096004,0.0003549435,0.004767477],"study_design_scores_gemma":[0.7619071,0.2257921,0.005505893,0.0001797811,0.004421805,0.00003102807,0.0001394315,0.0005954641,0.0004710455,0.0001323301,0.0007845163,0.00003948144],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950974,0.003008,0.001621306,0.0004561137,0.001094337,0.04066109,0.0008566543,0.0001172503,0.001211248],"genre_scores_gemma":[0.9157672,0.001402761,0.006748484,0.0007444693,0.0007727282,0.07254888,0.0005416499,0.0000308452,0.001443009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01005121,"threshold_uncertainty_score":0.0531565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183998599297109,"score_gpt":0.3628565191406674,"score_spread":0.3444566592109565,"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."}}