{"id":"W4407835812","doi":"10.1097/pcc.0000000000003663","title":"The 2024 Phoenix Sepsis Score Criteria: Part 4, What About Using World-Oriented Criteria?","year":2025,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Malaria Research and Control","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Phoenix; Sepsis; Intensive care medicine; Internal medicine; Pathology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008959761,0.0004041523,0.0008037225,0.0005669666,0.0006073719,0.0002424069,0.0003309509,0.00017605,0.003723338],"category_scores_gemma":[0.007242808,0.0002616645,0.0002294576,0.001845084,0.00069929,0.0002601144,0.0002267527,0.0008815957,0.00004395108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724506,"about_ca_system_score_gemma":0.0005833397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001660411,"about_ca_topic_score_gemma":0.00009998809,"domain_scores_codex":[0.995859,0.0002875587,0.0008444848,0.000698098,0.001155778,0.001155052],"domain_scores_gemma":[0.9951725,0.001838901,0.00006151736,0.0008586191,0.001346821,0.0007216347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006726835,0.0009277096,0.04577753,0.01090251,0.0006921428,0.003240767,0.003636545,0.000002913276,0.004060242,0.04517223,0.7466469,0.1322137],"study_design_scores_gemma":[0.02288904,0.003029972,0.03717492,0.00565321,0.009758474,0.0002953985,0.03603336,0.00507935,0.0007304747,0.003735475,0.8740342,0.001586091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1247934,0.3749187,0.007511336,0.4093532,0.03128674,0.004422148,0.0001667721,0.0006071496,0.04694058],"genre_scores_gemma":[0.9753436,0.004406556,0.0002895066,0.005264995,0.008331616,0.0001780809,0.00008561057,0.00005487823,0.006045173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8505502,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03004644921354632,"score_gpt":0.3793841523170369,"score_spread":0.3493377031034905,"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."}}