{"id":"W4210519380","doi":"10.1111/hiv.13236","title":"Factors partitioning physical frailty in people aging with HIV: A classification and regression tree approach","year":2022,"lang":"en","type":"article","venue":"HIV Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Maple Leaf Medical Clinic; McMaster University; Hamilton Health Sciences; Montreal Neurological Institute and Hospital; University of British Columbia; McGill University; AIDS Vancouver; Centre for Advancing Health Outcomes; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Human immunodeficiency virus (HIV); Gerontology; Regression; Recursive partitioning; Tree (set theory); Logistic regression; Statistics; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005433928,0.001383142,0.001188141,0.004147557,0.001205147,0.00178017,0.000961298,0.0008211644,0.002155706],"category_scores_gemma":[0.01277766,0.0004033035,0.002768626,0.00255689,0.0003891842,0.0008614266,0.001075182,0.001265917,0.0004488362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123986,"about_ca_system_score_gemma":0.002294027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08247539,"about_ca_topic_score_gemma":0.04882396,"domain_scores_codex":[0.9984282,0.0008358077,0.00008450468,0.0002498851,0.0001700041,0.0002315993],"domain_scores_gemma":[0.9943258,0.003806748,0.0006710729,0.000181729,0.0006680614,0.0003466318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004051671,0.0001669728,0.9200006,0.0001391553,0.0009245455,0.0002724403,0.0005051861,0.028361,0.0003183917,0.0006851474,0.002895963,0.04532547],"study_design_scores_gemma":[0.0001053797,0.0002897354,0.39596,0.0003329585,0.0009943726,0.0004907427,0.001125303,0.5923105,0.0001923227,0.006358322,0.00175667,0.00008361108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474316,0.001807543,0.0447353,0.001545785,0.00007591525,0.0002471835,0.003004954,0.0002147803,0.0009368227],"genre_scores_gemma":[0.9793714,0.0005089322,0.01686922,0.00008059146,0.00005106116,0.0001055841,0.00264585,0.00002853255,0.0003389137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08247539,"threshold_uncertainty_score":0.1639907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06038064376022004,"score_gpt":0.3024352817431478,"score_spread":0.2420546379829277,"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."}}