{"id":"W3080706439","doi":"10.1097/cce.0000000000000189","title":"Novel Outcome Biomarkers Identified With Targeted Proteomic Analyses of Plasma From Critically Ill Coronavirus Disease 2019 Patients","year":2020,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Lawson Health Research Institute; Vector Institute; Western University","funders":"","keywords":"Coronavirus; Medicine; Disease; Pneumonia; Internal medicine; Intensive care unit; Severity of illness; Immunology; Coronavirus disease 2019 (COVID-19); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00008463013,0.0002458554,0.0005900754,0.0001080158,0.0001678972,0.00005150568,0.0001997187,0.00008643057,0.0002361264],"category_scores_gemma":[0.1122178,0.0001951128,0.0002208161,0.0004656538,0.0008117437,0.0002709838,0.0001964518,0.0003182294,0.00009423591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333854,"about_ca_system_score_gemma":0.0005163318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001642092,"about_ca_topic_score_gemma":0.00002289256,"domain_scores_codex":[0.997238,0.0001018461,0.0007381181,0.0006038955,0.0009307033,0.0003874489],"domain_scores_gemma":[0.9916838,0.003133828,0.00006346461,0.0004491754,0.003643849,0.001025897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01826792,0.006441578,0.6895186,0.006926481,0.002495791,0.0005888024,0.005412551,0.0003998714,0.2573678,0.004076228,0.004533726,0.00397067],"study_design_scores_gemma":[0.01175176,0.003430424,0.9515873,0.0005884752,0.002952313,4.200639e-7,0.004722902,0.004944249,0.01740351,0.0006616553,0.001031568,0.0009254565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8938494,0.0003250797,0.043496,0.05444145,0.0002256414,0.002200224,0.005083864,0.0002166916,0.0001616552],"genre_scores_gemma":[0.9901633,0.00001416543,0.005146057,0.003472816,0.0001105319,0.0001966537,0.0008391517,0.00003714578,0.00002015113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2620687,"threshold_uncertainty_score":0.8952604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.215559605206036,"score_gpt":0.4773428957106741,"score_spread":0.2617832905046381,"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."}}