{"id":"W2130807869","doi":"10.1016/j.archger.2012.11.004","title":"Screening of frailty in elderly patients with disability by the means of Marigliano–Cacciafesta polypathology scale (MCPS) and Canadian Study of Health and Aging (CSHA) scales","year":2012,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cognitive impairment; Gerontology; Internal medicine; Disease","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":[0.0005600621,0.0006782432,0.00070487,0.002538302,0.0005519665,0.0004311752,0.000411242,0.0005173745,0.001394439],"category_scores_gemma":[0.001673634,0.0002110969,0.0007042885,0.001162461,0.0002262684,0.0003633957,0.0006289201,0.0004300317,0.0001848711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004899638,"about_ca_system_score_gemma":0.0004548769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01934868,"about_ca_topic_score_gemma":0.04197323,"domain_scores_codex":[0.9996918,0.0000456611,0.00004952014,0.00003687571,0.0001153123,0.000060766],"domain_scores_gemma":[0.9994695,0.00004540233,0.0001795536,0.00002015262,0.0001423353,0.0001431203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003166657,0.0000913761,0.9939654,0.00002843758,0.00008279577,0.0001241501,0.0001027011,0.0000768493,0.0003870813,0.00002612313,0.0005224283,0.004275905],"study_design_scores_gemma":[0.00001407959,0.0001054972,0.9992276,0.000009830076,0.00002303606,0.0001643346,0.00005008643,0.000176561,0.00005939794,0.00002432935,0.0001402567,0.000005133734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953491,0.0008106496,0.0001466264,0.00007138406,0.00001624171,0.00009751388,0.001015947,0.00001553995,0.002476985],"genre_scores_gemma":[0.9963761,0.0005287623,0.0006053564,0.00005663367,0.00003674597,0.0001182454,0.001258182,0.000002704566,0.001017289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01934868,"threshold_uncertainty_score":0.03847212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982166990981344,"score_gpt":0.2769597355414737,"score_spread":0.2571380656316603,"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."}}