{"id":"W4390579453","doi":"10.3390/diagnostics14010120","title":"A Sequent of Gram-Negative Co-Infectome-Induced Acute Respiratory Distress Syndrome Are Potentially Subtle Aggravators Associated to the SARS-CoV-2 Evolution of Virulence","year":2024,"lang":"en","type":"article","venue":"Diagnostics","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"ARDS; Medicine; Case fatality rate; Internal medicine; Acute respiratory distress; Mortality rate; Intensive care medicine; Lung; Epidemiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004487263,0.0002543043,0.0005293944,0.0002489073,0.00007619721,0.00002888689,0.000222746,0.0001915308,0.00002367958],"category_scores_gemma":[0.001621392,0.0001915632,0.0002153648,0.0007819244,0.0001161969,0.00009086175,0.00008127596,0.0003012272,0.00006636675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003058378,"about_ca_system_score_gemma":0.0004217285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001554726,"about_ca_topic_score_gemma":0.0001195352,"domain_scores_codex":[0.9979381,0.0001296512,0.0005755236,0.0003605332,0.0006535102,0.0003426697],"domain_scores_gemma":[0.9982747,0.000430014,0.0002979159,0.0004718432,0.0003954151,0.0001301062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002221704,0.0007774741,0.05786126,0.0006831473,0.001354166,0.003026945,0.001540446,0.00003002607,0.9197432,0.001764816,0.01066033,0.002336018],"study_design_scores_gemma":[0.001010671,0.00219281,0.1250603,0.002232297,0.00098049,0.00006910197,0.0005049779,0.0001588584,0.8626989,0.0004820487,0.004239283,0.0003703007],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995222,0.0005570063,0.001322102,0.0002227235,0.0006822697,0.000890485,0.0008832745,0.00009550136,0.0001246376],"genre_scores_gemma":[0.9992114,0.00006605974,0.00007227071,0.0003573089,0.00006518495,0.00006666508,0.00005908132,0.00004530537,0.00005668682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06719907,"threshold_uncertainty_score":0.781172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03318803088084486,"score_gpt":0.3236161218675693,"score_spread":0.2904280909867244,"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."}}