{"id":"W4240980447","doi":"10.21608/azjp.2021.223330","title":"VALIDITY OF LACTATE CLEARANCE VERSUS PEDIATRIC RISK OF MORTALITY (PRISM) SCORE III AND PEDIATRIC INDEX OF MORTALITY (PIM) SCORE 3 IN PREDICTION OF MORTALITY IN PICU","year":2021,"lang":"en","type":"article","venue":"Al-Azhar Journal of Pediatrics","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Risk of mortality; Mortality rate; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01013269,0.0003715802,0.002090739,0.0008132925,0.0001391308,0.000003681321,0.0004222777,0.0007040911,0.00006485201],"category_scores_gemma":[0.006320538,0.0003592836,0.0003554551,0.002390712,0.0002166688,0.0003745554,0.0002652395,0.002212688,0.000002300315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002465746,"about_ca_system_score_gemma":0.002288698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005214159,"about_ca_topic_score_gemma":0.002105922,"domain_scores_codex":[0.9888945,0.00315011,0.005513432,0.0005250925,0.001076875,0.0008400432],"domain_scores_gemma":[0.9880372,0.002552311,0.006933491,0.0006792998,0.001357276,0.0004404022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001014987,0.0005867404,0.9920292,0.003648934,0.00005699801,0.00004772134,0.0007760567,0.000572992,0.00002678602,0.00004713944,0.001068123,0.0001243377],"study_design_scores_gemma":[0.005540154,0.0005866911,0.9907683,0.0001349406,0.0008005119,0.000006524453,0.0006055895,0.0003105487,0.00004595464,0.0009840361,0.00002789923,0.0001888204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991343,0.004818206,0.0001984125,0.0001068802,0.002061956,0.0006180669,0.0006677979,0.00001187906,0.0001738279],"genre_scores_gemma":[0.9515311,0.04727536,0.0002735001,0.00007495372,0.0007743306,0.000009049365,0.00002827278,0.0000268287,0.000006634983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04245716,"threshold_uncertainty_score":0.9998859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398272448019611,"score_gpt":0.4193948969331104,"score_spread":0.2795676521311494,"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."}}