{"id":"W4317490340","doi":"10.1186/s12877-022-03624-0","title":"Contribution of individual and cumulative frailty-related health deficits on cardiac rehabilitation completion","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Odds ratio; Logistic regression; Rehabilitation; Odds; Quality of life (healthcare); Physical therapy; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0009813753,0.0001342924,0.0004154533,0.0003258646,0.0000866656,0.00001128163,0.00004506399,0.0001373035,0.00001154976],"category_scores_gemma":[0.002118298,0.0001321016,0.00008553542,0.0009017774,0.00007482611,0.000061661,0.00004101275,0.0001676076,0.00004802256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395833,"about_ca_system_score_gemma":0.0001414825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008422768,"about_ca_topic_score_gemma":0.00001437892,"domain_scores_codex":[0.9982942,0.0002205308,0.0004825158,0.000268154,0.0004971796,0.0002373811],"domain_scores_gemma":[0.9981646,0.0009731363,0.0002525477,0.0002113911,0.0002877908,0.0001105406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002235713,0.001108335,0.7997753,0.003102917,0.0005774423,0.00001362187,0.02808512,0.004027737,0.0046427,0.04374129,0.0606609,0.05202891],"study_design_scores_gemma":[0.002497478,0.001521377,0.9913888,0.000149282,0.00007902008,0.000003360097,0.0004777729,0.001483747,0.0001798194,0.001069896,0.001031356,0.0001180982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953719,0.0003415701,0.0004242985,0.00194798,0.0003579857,0.001050402,0.0001998628,0.000150253,0.0001557275],"genre_scores_gemma":[0.9972754,0.0001070179,0.001374944,0.00008560345,0.00006873489,0.00002162,0.0009612634,0.00001947059,0.00008601086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1916135,"threshold_uncertainty_score":0.5386945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04042949643498542,"score_gpt":0.3216375588957352,"score_spread":0.2812080624607498,"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."}}