{"id":"W1606030392","doi":"10.1155/2006/195464","title":"Pneumonia Severity Index in the Immunocompromised","year":2006,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Canadian Thoracic Society","keywords":"Medicine; Immunosuppression; Concordance; Internal medicine; Pneumonia; Logistic regression","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005418342,0.000227937,0.0002511959,0.0009464523,0.0001947964,0.0003287547,0.0001832129,0.0002136033,0.00114192],"category_scores_gemma":[0.00359037,0.00009047655,0.0001706855,0.0004841969,0.0001630343,0.0002283087,0.0004305787,0.0003471621,0.0001844795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002043615,"about_ca_system_score_gemma":0.0001956204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008554123,"about_ca_topic_score_gemma":0.0007292166,"domain_scores_codex":[0.9997284,0.00008328145,0.00004668126,0.00004692858,0.00006694367,0.0000277297],"domain_scores_gemma":[0.9986411,0.0003616515,0.0006088136,0.00004055907,0.0001151063,0.0002327896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004331001,0.00001031184,0.9982563,0.000009284864,0.00001072947,0.00008780147,0.00001793561,0.00005050321,0.00007861876,0.000008117765,0.00006773781,0.001359342],"study_design_scores_gemma":[0.000008486433,0.0001075445,0.9981042,0.00001292672,0.000009575984,0.0009524098,0.0000468915,0.0005113475,0.00007657606,0.0000358697,0.0001321334,0.000002000651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987158,0.000485153,0.0001063753,0.00004003636,0.00000578228,0.00001272105,0.000168391,0.000003310265,0.000462378],"genre_scores_gemma":[0.9995468,0.00007265001,0.0001291084,0.000009338606,0.000008086299,0.000007293766,0.0001966353,5.557519e-7,0.00002937653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00114192,"threshold_uncertainty_score":0.003820062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539466030827859,"score_gpt":0.2532271798153101,"score_spread":0.2378325195070315,"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."}}