{"id":"W4386895964","doi":"10.36347/sasjm.2023.v09i09.010","title":"Cognitive Impairment in Pneumonia","year":2023,"lang":"en","type":"article","venue":"SAS Journal of Medicine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Pneumonia; Medicine; Dementia; Cognitive impairment; Community-acquired pneumonia; Cohort; Cohort study; Pediatrics; Internal medicine; Disease","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":[0.0007438266,0.0002350394,0.0003597752,0.0008654481,0.0005924908,0.0006686494,0.0004044979,0.0004928981,0.002676507],"category_scores_gemma":[0.00365269,0.0001378398,0.0004812576,0.001005923,0.0003973917,0.0004688625,0.0006001001,0.0008693041,0.0002677334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004226009,"about_ca_system_score_gemma":0.0007642293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006731009,"about_ca_topic_score_gemma":0.005601409,"domain_scores_codex":[0.9994676,0.0001396758,0.00004724933,0.00006681983,0.0001425389,0.0001361478],"domain_scores_gemma":[0.9986907,0.0002889415,0.0005037264,0.00004088662,0.0001627867,0.0003131102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001686919,0.0001499989,0.9885257,0.00007644294,0.00005504787,0.0007731165,0.0001222907,0.00003292793,0.00006283001,0.00008256904,0.0004843803,0.009465983],"study_design_scores_gemma":[0.000009993295,0.0001439214,0.9973385,0.00006112383,0.00003682355,0.001601837,0.0001301475,0.00005393192,0.00001874054,0.0001876303,0.0004133701,0.000004005868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983114,0.007276205,0.0000976202,0.001272247,0.00009785183,0.00004494546,0.0003877515,0.00000739627,0.007701867],"genre_scores_gemma":[0.997879,0.001305565,0.00005941878,0.0001926506,0.0001148611,0.00001118976,0.0001813631,8.132078e-7,0.0002550952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006731009,"threshold_uncertainty_score":0.01338363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205262677158979,"score_gpt":0.3491594555794097,"score_spread":0.3171068288078199,"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."}}