{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00355048,0.0002510844,0.0004902125,0.0006913206,0.0005280126,0.0001874263,0.0005811429,0.00009947279,0.004041885],"category_scores_gemma":[0.0007728841,0.0002253269,0.00007509088,0.001865284,0.000284194,0.0004538578,0.001027623,0.001605114,0.0001422911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030695,"about_ca_system_score_gemma":0.002915732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405553,"about_ca_topic_score_gemma":0.001049264,"domain_scores_codex":[0.9938163,0.001018575,0.0005465966,0.0008761027,0.002671894,0.001070559],"domain_scores_gemma":[0.9974895,0.0004760108,0.0001085194,0.001001995,0.0005429045,0.0003810455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0400394,0.002337398,0.767494,0.0006071598,0.0002348859,0.003899635,0.004911147,0.0005587164,0.003324365,0.000303813,0.1477145,0.028575],"study_design_scores_gemma":[0.01200117,0.00533015,0.9108649,0.0004778136,0.00001384588,0.000107508,0.007830832,0.00006594257,0.0007273278,0.00007566394,0.06210956,0.0003953104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765052,0.0004027984,0.000006178147,0.002232444,0.0002807269,0.007779648,0.0001112975,0.00005773318,0.01262397],"genre_scores_gemma":[0.9816737,0.00001495843,0.0002184149,0.001077358,0.0002376764,0.006397753,0.0001307431,0.00009907504,0.01015035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1433709,"threshold_uncertainty_score":0.9968686,"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."}}