{"id":"W2899532186","doi":"10.1093/geroni/igy023.2617","title":"THE IMPACT OF CARDIAC REHABILITATION ON FRAILTY SEVERITY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Rehabilitation; Medicine; Physical medicine and rehabilitation; Physical therapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0007362337,0.00007310651,0.0001328062,0.0002098669,0.00006127711,0.000010603,0.00005572649,0.0000443616,0.00002795077],"category_scores_gemma":[0.001612101,0.00005127637,0.00004497028,0.00117625,0.0001398321,0.00008028225,0.00001698651,0.0001526713,0.00001880238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002023955,"about_ca_system_score_gemma":0.00008382356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002844086,"about_ca_topic_score_gemma":0.00001234619,"domain_scores_codex":[0.999105,0.00005150049,0.0003764225,0.0001278658,0.0002074637,0.0001317332],"domain_scores_gemma":[0.9987566,0.0003330704,0.0001281194,0.0002899733,0.0004775624,0.00001464268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003078367,0.0001535907,0.7872317,0.00007050687,0.00007479659,0.00000113308,0.005893865,0.00005939302,0.03519581,0.00564705,0.01462783,0.1507365],"study_design_scores_gemma":[0.0003942496,0.0004121306,0.9892896,0.0001762928,0.000003812902,0.000001353871,0.0002609049,0.000515651,0.005335851,0.001797841,0.001757943,0.00005435708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990755,0.00001572403,0.0000889153,0.002882691,0.0002371553,0.0002641945,0.000005047621,0.00002767209,0.005723628],"genre_scores_gemma":[0.9988948,0.000003080514,0.0005997297,0.0001266643,0.0001598001,0.00001330712,0.00001390038,0.000009135907,0.0001796353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2020579,"threshold_uncertainty_score":0.209099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653532644774192,"score_gpt":0.3520808037335709,"score_spread":0.325545477285829,"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."}}