{"id":"W6901744697","doi":"10.60692/vbwq7-vkd03","title":"Global PARITY: Study Design for a Multi-Centered, International Point Prevalence Study to Estimate the Burden of Pediatric Acute Critical Illness in Resource-Limited Settings","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Critical illness; Psychological intervention; Etiology; Severity of illness; Emergency department; Disease; Multinational corporation; Critical variable; MEDLINE","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":[0.02818881,0.001989107,0.001145543,0.001159003,0.000931636,0.0009745205,0.001577309,0.002191382,0.005595242],"category_scores_gemma":[0.01960505,0.0009108659,0.00150903,0.001037254,0.001294677,0.001540359,0.002226191,0.00186125,0.0009188442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006404418,"about_ca_system_score_gemma":0.001943979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129656,"about_ca_topic_score_gemma":0.001403643,"domain_scores_codex":[0.9716016,0.02334106,0.0007757604,0.001871697,0.001062299,0.00134747],"domain_scores_gemma":[0.9916131,0.003147965,0.00192519,0.002003731,0.0008063133,0.0005037195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1360846,0.01592366,0.7908848,0.0009722112,0.004491223,0.0005560834,0.001597668,0.001736825,0.004712351,0.005448287,0.006865456,0.0307268],"study_design_scores_gemma":[0.05884624,0.2070071,0.6733092,0.0004781915,0.003535417,0.0009999312,0.002233809,0.01810337,0.00562639,0.004432237,0.02525868,0.0001694165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8633569,0.0005764174,0.03406736,0.001024165,0.0006556078,0.08642711,0.007423471,0.0001768279,0.006292118],"genre_scores_gemma":[0.734712,0.000151829,0.04030887,0.001603778,0.0002251269,0.2175482,0.002771173,0.00006319844,0.002615926],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.02818881,"threshold_uncertainty_score":0.1490784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109206722570523,"score_gpt":0.3658614619869109,"score_spread":0.2549407897298586,"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."}}