{"id":"W2121048070","doi":"10.1086/596308","title":"Severe Community‐Acquired Pneumonia (CAP) and the Infectious Diseases Society of America/American Thoracic Society CAP Guidelines Prediction Rule: Validated or Not","year":2009,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Community-acquired pneumonia; Pneumonia; Intensive care medicine; Internal medicine","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":[0.002332295,0.0004067458,0.0009197723,0.0007915812,0.001493904,0.001284342,0.0009226719,0.01318241,0.002632441],"category_scores_gemma":[0.02366325,0.0003509167,0.0005107124,0.0006792089,0.001055711,0.001508697,0.0004682064,0.007504701,0.002155785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002664738,"about_ca_system_score_gemma":0.002094008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006756769,"about_ca_topic_score_gemma":0.01379378,"domain_scores_codex":[0.9971551,0.001397758,0.0005498796,0.0001864765,0.0004458836,0.0002648846],"domain_scores_gemma":[0.9917108,0.00473373,0.0005203581,0.0001618654,0.002086508,0.0007867055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004051166,0.0002436087,0.07487451,0.0001386124,0.00005414747,0.03041619,0.0003596439,0.0005618493,0.0006660338,0.002876988,0.8267804,0.06262294],"study_design_scores_gemma":[0.001492617,0.0008431151,0.1611865,0.004121493,0.0004428319,0.1757523,0.003206918,0.0298645,0.002143397,0.03780934,0.5827729,0.0003640087],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02123056,0.002901335,0.0005074047,0.945017,0.008638071,0.00005419327,0.0002189131,0.00003809818,0.02139444],"genre_scores_gemma":[0.275059,0.004771548,0.004668349,0.6558865,0.04383528,0.0002248433,0.0006478869,0.00005493264,0.0148516],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01318241,"threshold_uncertainty_score":0.0193342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07921942838086074,"score_gpt":0.3989858211953489,"score_spread":0.3197663928144882,"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."}}