{"id":"W4282921112","doi":"10.1093/ageing/afac126.015","title":"954 FRAILTY PREVALENCE, TRAJECTORIES AND CLINICAL IMPLICATIONS IN PEOPLE WITH COPD: A SYSTEMATIC REVIEW","year":2022,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Checklist; Population; MEDLINE; Pulmonary rehabilitation; Exacerbation; Observational study; Hazard ratio; Gerontology; Quality of life (healthcare); Systematic review; Rehabilitation; Physical therapy; Emergency medicine; Internal medicine; Confidence interval; Environmental health","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":[0.0108607,0.001599385,0.009165184,0.01005662,0.0006521238,0.002867224,0.001631995,0.001571481,0.004976774],"category_scores_gemma":[0.04791433,0.001263591,0.01210031,0.009380849,0.0008187832,0.002271604,0.001656879,0.001034809,0.0003042511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004668899,"about_ca_system_score_gemma":0.01203329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01176846,"about_ca_topic_score_gemma":0.03173627,"domain_scores_codex":[0.9890598,0.004135503,0.004235912,0.0007831649,0.001492284,0.0002932858],"domain_scores_gemma":[0.9737281,0.01770857,0.00587298,0.0004261058,0.002029472,0.0002347603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001837866,0.00001383934,0.002025716,0.9478191,0.02722804,0.00009339754,0.0001552514,0.0001076259,0.00007068948,0.0001347906,0.0009623364,0.02120538],"study_design_scores_gemma":[0.0003011124,0.000185356,0.009810911,0.8080032,0.1728444,0.0003425915,0.000224365,0.0001579804,0.0001135705,0.0002889465,0.007679543,0.00004803472],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001930196,0.99584,0.0002002718,0.0002955079,0.00008591473,0.0006707705,0.0007082546,0.00000951476,0.0002597091],"genre_scores_gemma":[0.039246,0.9566712,0.00100015,0.0005986355,0.0001062854,0.001698627,0.0004943075,0.000006991752,0.0001779354],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01176846,"threshold_uncertainty_score":0.0574376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07754871296071435,"score_gpt":0.3823680091558419,"score_spread":0.3048192961951275,"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."}}