{"id":"W1981685245","doi":"10.1159/000255764","title":"Long-Term Survival after Hospitalization for Community-Acquired and Healthcare-Associated Pneumonia","year":2009,"lang":"en","type":"article","venue":"Respiration","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Pneumonia; Hazard ratio; Confidence interval; Proportional hazards model; Survival analysis; Internal medicine; Community-acquired pneumonia; Cohort study; Cohort; Confounding; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003450881,0.0001354418,0.0002239453,0.0001235707,0.0003540342,0.00004834706,0.00003663454,0.0001611758,0.000007616069],"category_scores_gemma":[0.0001816579,0.0001271772,0.00006805539,0.0001936663,0.00004098966,0.0001660186,0.00001140927,0.0001272405,0.000004847835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001126048,"about_ca_system_score_gemma":0.00006529011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003158772,"about_ca_topic_score_gemma":0.0002500936,"domain_scores_codex":[0.9990047,0.0001919417,0.0002783329,0.0001647477,0.0001570104,0.000203264],"domain_scores_gemma":[0.9992757,0.00006214475,0.0001072219,0.0002256315,0.0002093991,0.000119871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004025096,0.0007718172,0.7897247,0.0002397603,0.00008493222,0.00001550134,0.001039947,0.00001293239,0.1798974,0.0008140998,0.00006337061,0.026933],"study_design_scores_gemma":[0.001215342,0.001814433,0.9949455,0.0001043293,0.00007107696,0.00001058888,0.00002488692,0.0001337785,0.0006423955,0.0002371321,0.0006702431,0.000130279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992615,0.0001640974,0.001914524,0.004082296,0.0001789472,0.0007552134,0.00001745805,0.0001262839,0.0001461209],"genre_scores_gemma":[0.9969178,0.00004641144,0.0000274414,0.002482896,0.0001307302,0.0000708134,0.000159344,0.00001761071,0.0001469495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2052208,"threshold_uncertainty_score":0.5186136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03178191543975382,"score_gpt":0.3204696387342748,"score_spread":0.288687723294521,"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."}}