{"id":"W2013819723","doi":"10.1097/md.0b013e3180421c16","title":"Community-Acquired Pneumonia Requiring Admission to an Intensive Care Unit","year":2007,"lang":"en","type":"article","venue":"Medicine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Pneumonia; Community-acquired pneumonia; Intensive care unit; COPD; Pneumonia severity index; Odds ratio; Mechanical ventilation; Intensive care medicine; Intubation; Severity of illness; Intensive care; Respiratory failure; Internal medicine; Emergency medicine; Surgery","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":[0.0006309641,0.0002228341,0.000503522,0.0005368735,0.0006904809,0.0006355255,0.0002920144,0.0005147574,0.001370817],"category_scores_gemma":[0.005037514,0.0001582995,0.0003391632,0.00102365,0.0004495354,0.0004688647,0.0005201378,0.0005371775,0.0001637675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004107553,"about_ca_system_score_gemma":0.0008586122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004315688,"about_ca_topic_score_gemma":0.00648354,"domain_scores_codex":[0.9990174,0.0003166699,0.0001280659,0.0001483471,0.0002157776,0.0001737748],"domain_scores_gemma":[0.996298,0.0009431319,0.001503914,0.0001466267,0.0002631434,0.0008450718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008652083,0.00004881206,0.9978661,0.0000216196,0.00003661014,0.0002186253,0.0000474972,0.0000225503,0.00005198242,0.00001553405,0.0001159996,0.001468206],"study_design_scores_gemma":[0.00001319439,0.0002830247,0.998217,0.00002267831,0.00001613882,0.0009386291,0.0002065938,0.0001186346,0.00002177184,0.00003942897,0.0001183674,0.00000448055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992521,0.0003185887,0.00003103925,0.00003793557,0.000008290028,0.00001203455,0.0001156636,0.000001363076,0.0002228549],"genre_scores_gemma":[0.9994296,0.0001615891,0.00003921193,0.00004622719,0.00002878598,0.000007355228,0.0002616754,4.616321e-7,0.00002504619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004315688,"threshold_uncertainty_score":0.008581102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08069747609859759,"score_gpt":0.3905099669766887,"score_spread":0.309812490878091,"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."}}