{"id":"W1966766490","doi":"10.1001/archinte.166.14.1505","title":"Clinical Prognostic Rules for Severe Acute Respiratory Syndrome in Low- and High-Resource Settings","year":2006,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Receiver operating characteristic; Medicine; Cohort; Logistic regression; Radiological weapon; Triage; Area under the curve; Cohort study; Internal medicine; Emergency medicine; Intensive care medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008585295,0.0009266068,0.0009398955,0.001958655,0.0004443939,0.00183882,0.0009969197,0.000568584,0.001405877],"category_scores_gemma":[0.02678515,0.0003217729,0.0007899954,0.0009386211,0.0003546557,0.0007391921,0.0009844205,0.001006026,0.0004104964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123645,"about_ca_system_score_gemma":0.002331741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007021084,"about_ca_topic_score_gemma":0.008435478,"domain_scores_codex":[0.9973264,0.001269234,0.0004003315,0.000346921,0.0004677993,0.0001893502],"domain_scores_gemma":[0.9821901,0.01181384,0.002369675,0.0005734081,0.002403521,0.0006493186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006848578,0.0002075676,0.8833739,0.0001350765,0.0003737029,0.0003682485,0.0001390771,0.05987851,0.0002008306,0.0006482916,0.004925028,0.04906497],"study_design_scores_gemma":[0.0002638821,0.0004311061,0.2324496,0.0002886638,0.0003721268,0.0008180605,0.0003075333,0.7554213,0.0006908023,0.006896326,0.0019964,0.00006410956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9208955,0.001363843,0.06640895,0.002282794,0.00019952,0.0005738728,0.004363253,0.000649452,0.003262971],"genre_scores_gemma":[0.9762011,0.0001516372,0.02128895,0.0001169108,0.00003873006,0.000135602,0.001872971,0.00001039392,0.0001837204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008585295,"threshold_uncertainty_score":0.0454039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551424871996233,"score_gpt":0.3894697180103464,"score_spread":0.3639554692903841,"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."}}