{"id":"W4404021393","doi":"10.36106/ijsr/9108119","title":"BIOCHEMICAL MARKERS OF SEVERE COVID PATIENTS ADMITTED TO ICU IN A TERTIARY CARE HOSPITAL IN KERALA","year":2024,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Tertiary care; Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Tertiary level; 2019-20 coronavirus outbreak; Emergency medicine; Intensive care medicine; Intensive care unit; Internal medicine; Virology; Outbreak; Psychology; Infectious disease (medical specialty); Disease","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":[0.0002136179,0.0002671054,0.0003339763,0.0006301348,0.0006483668,0.0007450482,0.0002669722,0.0002864275,0.0008423843],"category_scores_gemma":[0.0009892224,0.0002014101,0.0002328555,0.0007439704,0.0003535683,0.0003115281,0.000637567,0.000488751,0.00008968951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004591128,"about_ca_system_score_gemma":0.0008693901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007439076,"about_ca_topic_score_gemma":0.01004584,"domain_scores_codex":[0.9997013,0.00004909412,0.00004923966,0.00003967718,0.00005329009,0.0001074376],"domain_scores_gemma":[0.9992746,0.000076703,0.0003289384,0.00002323193,0.00009080345,0.0002059063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003564392,0.00003737835,0.9984972,0.00001844177,0.00001318158,0.0004364495,0.0001673159,0.00002567813,0.0001402371,0.00001081294,0.00007849208,0.0005391367],"study_design_scores_gemma":[0.00000282162,0.0001050048,0.997535,0.00001539558,0.00001098611,0.0008283822,0.001222523,0.00009041124,0.00005403812,0.00001528582,0.0001153764,0.00000468516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994674,0.0001471068,0.00001449202,0.0000581917,0.000003624692,0.000006664871,0.00006180761,0.000001715825,0.0002391751],"genre_scores_gemma":[0.999746,0.00007971261,0.0000220754,0.0000278571,0.000007144183,0.000004024486,0.00007277351,2.553711e-7,0.00003998589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007439076,"threshold_uncertainty_score":0.01479155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246825332097663,"score_gpt":0.4736844626142533,"score_spread":0.4312162092932767,"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."}}