{"id":"W4288048596","doi":"10.33457/ijhsrp.950523","title":"PROGNOSTIC VALUE OF DYNAMIC THIOL-DISULFIDE HOMEOSTASIS IN PREDICTING HOSPITAL MORTALITY IN HYPOXEMIC RESPIRATORY FAILURE","year":2022,"lang":"en","type":"article","venue":"International Journal of Health Services Research and Policy","topic":"Sulfur Compounds in Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SAIT Polytechnic","funders":"Ahi Evran Üniversitesi","keywords":"Homeostasis; Thiol; Medicine; Internal medicine; Respiratory failure; Cardiology; Chemistry; Biochemistry","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":[0.0005315677,0.0003581957,0.0002642522,0.0007128872,0.0002826594,0.0004318147,0.0001892542,0.0004725638,0.0009065339],"category_scores_gemma":[0.001949994,0.0001389043,0.0002068498,0.0003629144,0.0002668702,0.0002576021,0.0003488364,0.0003821646,0.0001428576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220407,"about_ca_system_score_gemma":0.0001581059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009421684,"about_ca_topic_score_gemma":0.0009622285,"domain_scores_codex":[0.9998261,0.00006878725,0.00002468475,0.00002249172,0.00002364833,0.00003433062],"domain_scores_gemma":[0.9989496,0.0003204122,0.0002704264,0.00004112148,0.0001131492,0.0003053589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002191061,0.0000196828,0.9986168,0.000002444527,0.00001255852,0.00004891339,0.00002183669,0.000048937,0.0001455437,0.000007703722,0.00002191181,0.000834609],"study_design_scores_gemma":[0.00001417838,0.0004095343,0.9976978,0.00000727719,0.00002930225,0.0003893347,0.0001827908,0.0009586427,0.0001730744,0.00006645946,0.00006585605,0.000005757863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996486,0.000103059,0.00004724621,0.00001902232,0.000002956256,0.000002119115,0.00003292657,0.000001437415,0.0001427017],"genre_scores_gemma":[0.9998565,0.00002359468,0.00003308301,0.000003869926,0.000005005836,0.000001331219,0.00005017951,2.549556e-7,0.00002614976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009421684,"threshold_uncertainty_score":0.003032625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339964747214488,"score_gpt":0.4001606929705084,"score_spread":0.3767610454983635,"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."}}