{"id":"W1983560446","doi":"10.1177/1479972311415129","title":"Review Series: Old age: Pneumonia in old age","year":2011,"lang":"en","type":"review","venue":"Chronic Respiratory Disease","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Presentation (obstetrics); Pneumonia; Etiology; Epidemiology; Intensive care medicine; Gerontology; Pediatrics; Family medicine; Pathology; Surgery; Internal medicine","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":[0.0004397203,0.001300406,0.002395403,0.004089275,0.0004073944,0.001450426,0.001024039,0.001121241,0.008743248],"category_scores_gemma":[0.002753107,0.0002539626,0.0008254703,0.006124514,0.0005581271,0.001657674,0.0009067709,0.001941346,0.003533878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006468731,"about_ca_system_score_gemma":0.001553084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001739301,"about_ca_topic_score_gemma":0.003431513,"domain_scores_codex":[0.999594,0.0000623317,0.0001134965,0.00005922047,0.0001403237,0.00003066156],"domain_scores_gemma":[0.9985562,0.0006602082,0.0003902889,0.00003239253,0.0002677772,0.0000930705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000999798,0.00007512017,0.0009260303,0.1347246,0.0003587763,0.001457114,0.0001969629,0.0002267664,0.000945205,0.001116593,0.2079159,0.6519569],"study_design_scores_gemma":[0.00003441386,0.00006731022,0.003945057,0.0510966,0.0007449579,0.01326691,0.0002231466,0.00005874952,0.0002169345,0.001281387,0.9290221,0.00004238495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008146979,0.9979043,0.00003957202,0.0002585431,0.0009546431,0.00001075346,0.00003802445,0.00000645966,0.0007062537],"genre_scores_gemma":[0.0005879939,0.997479,0.00008438812,0.0003810949,0.001008323,0.000007833435,0.00004806869,0.000001800046,0.0004015198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008743248,"threshold_uncertainty_score":0.02924913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08026598042669694,"score_gpt":0.3630253304039388,"score_spread":0.2827593499772418,"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."}}