{"id":"W3186603761","doi":"10.12669/pjms.37.5.3630","title":"The new criteria for a COVID19 patient for the clinical practice to determine the need for an early therapeutic regimen and to decrease mortality","year":2021,"lang":"en","type":"article","venue":"Pakistan Journal of Medical Sciences","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Regimen; Cytokine storm; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Disease; Internal medicine; Infectious disease (medical specialty)","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":[0.002133078,0.0008352236,0.0009568917,0.002246092,0.001557092,0.00189542,0.001461445,0.002042923,0.009694347],"category_scores_gemma":[0.00794172,0.000210614,0.0009752659,0.0008898392,0.001052323,0.002055597,0.002483611,0.00271204,0.004572184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252881,"about_ca_system_score_gemma":0.003922389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004018984,"about_ca_topic_score_gemma":0.005204149,"domain_scores_codex":[0.9973877,0.0005902215,0.0006010529,0.0001717051,0.0008765947,0.0003726975],"domain_scores_gemma":[0.9953275,0.0006475181,0.0008018349,0.0001594568,0.001991281,0.001072521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001736801,0.0005740736,0.4259098,0.001810699,0.0001410092,0.03385308,0.003174411,0.001570019,0.0162975,0.01518743,0.249498,0.2502472],"study_design_scores_gemma":[0.0002930379,0.001362559,0.299593,0.006519532,0.0002659722,0.1153282,0.006309535,0.00613302,0.006903047,0.01977318,0.5371272,0.0003916867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3141329,0.08602463,0.07334073,0.1770826,0.01083549,0.006573935,0.00965433,0.001768753,0.3205866],"genre_scores_gemma":[0.7834739,0.02786218,0.1154715,0.01917261,0.004863006,0.002432337,0.011307,0.000380387,0.03503708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009694347,"threshold_uncertainty_score":0.03243077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1798616176537059,"score_gpt":0.5187179376389931,"score_spread":0.3388563199852872,"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."}}