{"id":"W4280490663","doi":"10.1136/bmjresp-2022-001233","title":"Functional status recovery trajectories in hospitalised older adults with pneumonia","year":2022,"lang":"en","type":"article","venue":"BMJ Open Respiratory Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Pneumonia; Intensive care medicine; Gerontology; Pediatrics; 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":[0.001318814,0.0003394726,0.0004820183,0.0007614426,0.0005192464,0.0008578901,0.0004655485,0.0006280162,0.0009632923],"category_scores_gemma":[0.005189034,0.0002353554,0.0006307175,0.0009245005,0.0002991944,0.000856202,0.0009937581,0.0008361079,0.0002581494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004836189,"about_ca_system_score_gemma":0.0004496687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008391869,"about_ca_topic_score_gemma":0.008931119,"domain_scores_codex":[0.9993849,0.0001596042,0.0000950101,0.0001172199,0.0000939049,0.0001494065],"domain_scores_gemma":[0.9980971,0.0002256304,0.0009992308,0.0001044679,0.0002424068,0.0003312483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000153226,0.00004695868,0.9982719,0.000007867328,0.00002855711,0.00007782434,0.0001465222,0.00008556783,0.00005735031,0.000009839142,0.00005807594,0.001056303],"study_design_scores_gemma":[0.000006263002,0.0001804151,0.9990119,0.00001024748,0.000009724901,0.000131559,0.0001981791,0.0003391324,0.00001404069,0.00003525001,0.00005917362,0.000004121464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994667,0.0001235129,0.00004507458,0.00003751407,0.000002724343,0.00000707975,0.000219325,0.000001573936,0.00009649064],"genre_scores_gemma":[0.9993285,0.00006077399,0.00004998441,0.00001547332,0.00000350464,0.00000803157,0.0004657571,7.579886e-7,0.00006732863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008391869,"threshold_uncertainty_score":0.01668602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099659277963852,"score_gpt":0.403789573622742,"score_spread":0.2938236458263568,"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."}}