{"id":"W4293799692","doi":"10.1097/pec.0000000000002826","title":"A 2-Phase Survey to Assess a Facility's Readiness for Pediatric Essential Emergency and Critical Care in Resource-Limited Settings","year":2022,"lang":"en","type":"review","venue":"Pediatric Emergency Care","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Pediatric Oncology Group; University of British Columbia","funders":"","keywords":"Medicine; Health facility; Psychological intervention; Health care; Medical emergency; Environmental health; Nursing; Population; Health services","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01072503,0.0004022035,0.0004451348,0.00370237,0.0007692963,0.0008377934,0.0007247138,0.0006938808,0.006152514],"category_scores_gemma":[0.01975811,0.0003508707,0.000757477,0.002740741,0.0003574961,0.001597343,0.001878128,0.00070756,0.001019866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001871107,"about_ca_system_score_gemma":0.005326827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003387912,"about_ca_topic_score_gemma":0.008912959,"domain_scores_codex":[0.9944814,0.002798397,0.001333531,0.0003685764,0.0005857043,0.000432285],"domain_scores_gemma":[0.9802044,0.006702531,0.004381366,0.0007224117,0.006913031,0.001076162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005173272,0.002516887,0.6983172,0.004724167,0.0002475463,0.0006828953,0.01163641,0.001624375,0.002716019,0.00169756,0.03959861,0.2357209],"study_design_scores_gemma":[0.0002341272,0.004237651,0.9229729,0.001829174,0.00009365959,0.0004331391,0.01770962,0.00285856,0.001861947,0.000671968,0.04700353,0.0000937595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8590273,0.0009489264,0.01998902,0.003670314,0.0001913099,0.04830274,0.04653415,0.0005384267,0.0207977],"genre_scores_gemma":[0.8229022,0.001740552,0.08895101,0.002453537,0.0000953324,0.06356707,0.0166848,0.00003869726,0.003566836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01072503,"threshold_uncertainty_score":0.05672008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07663292850219151,"score_gpt":0.4176865669905536,"score_spread":0.3410536384883621,"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."}}