{"id":"W3087825203","doi":"10.1136/bmjopen-2020-037517","title":"NEUROlogical Prognosis After Cardiac Arrest in Kids (NEUROPACK) study: protocol for a prospective multicentre clinical prediction model derivation and validation study in children after cardiac arrest","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sheffield Children's NHS Foundation Trust; Research Trainees Coordinating Centre; Hospital for Sick Children; Intensive Care Society; National Institute for Health and Care Research; Imperial College Healthcare NHS Trust; Imperial College London; Department of Health and Social Care; Alder Hey Children's NHS Foundation Trust","keywords":"Medicine; Cardiopulmonary resuscitation; Intensive care; Emergency medicine; Prospective cohort study; Logistic regression; Intensive care unit; Resuscitation; Intensive care medicine; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.02592497,0.002126152,0.002708097,0.0008458464,0.002123926,0.002092867,0.002803718,0.001767917,0.01631124],"category_scores_gemma":[0.02240358,0.00168668,0.002605856,0.001373427,0.001452864,0.001705149,0.002676813,0.002479561,0.004715166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002380747,"about_ca_system_score_gemma":0.007434759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003200463,"about_ca_topic_score_gemma":0.004854714,"domain_scores_codex":[0.9895766,0.006453818,0.001523359,0.001140722,0.0007881721,0.0005174616],"domain_scores_gemma":[0.9883284,0.002477672,0.00215333,0.002626566,0.003453952,0.00096004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.3708021,0.04570883,0.275292,0.0214473,0.005749136,0.003630481,0.006901796,0.01615403,0.005137941,0.00885009,0.1584677,0.08185863],"study_design_scores_gemma":[0.24316,0.05625485,0.5054851,0.008357155,0.00260892,0.001660622,0.003981675,0.01315976,0.00344532,0.00489233,0.1561821,0.0008121675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.06704,0.0003264213,0.01006905,0.0003951846,0.0002095421,0.8927166,0.02654145,0.0001270111,0.002574782],"genre_scores_gemma":[0.02344869,0.0001240192,0.004906702,0.0001184565,0.00003242807,0.9624777,0.008453993,0.00001828159,0.0004197465],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02592497,"threshold_uncertainty_score":0.1371059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0700230687514601,"score_gpt":0.4157825987869836,"score_spread":0.3457595300355236,"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."}}