{"id":"W2087038439","doi":"10.1016/j.pmrj.2014.05.001","title":"Activity Limitation Stages Empirically Derived for Activities of Daily Living (ADL) and Instrumental ADL in the U.S. Adult Community‐Dwelling Medicare Population","year":2014,"lang":"en","type":"article","venue":"PM&R","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging","keywords":"Activities of daily living; Gerontology; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003201168,0.000435252,0.0002348936,0.002519091,0.0003324518,0.0004725496,0.0005356983,0.0004740447,0.001016766],"category_scores_gemma":[0.01087713,0.0002277015,0.0008948781,0.0009791926,0.0003223594,0.0004574548,0.001087185,0.0005670116,0.0001929624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008937905,"about_ca_system_score_gemma":0.000693456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049112,"about_ca_topic_score_gemma":0.0234035,"domain_scores_codex":[0.9989762,0.0003490642,0.0001992889,0.0000974123,0.000281853,0.00009614474],"domain_scores_gemma":[0.9939783,0.001428535,0.0028892,0.0001861057,0.001130691,0.0003872384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005566273,0.00003524496,0.9959021,0.0000262003,0.00004850131,0.000009131509,0.00009195482,0.000218597,0.00003883285,0.00009741548,0.0005306991,0.002945717],"study_design_scores_gemma":[0.00001044183,0.00007045514,0.9982386,0.00003303798,0.0000255632,0.00005334865,0.0001198654,0.0006506067,0.00005268375,0.0001454304,0.0005950414,0.000005124477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864953,0.0008988442,0.002740241,0.0001832898,0.00002619886,0.0006435735,0.005536729,0.0000222847,0.003453531],"genre_scores_gemma":[0.9898371,0.0002622098,0.00413291,0.00006079615,0.00001391868,0.0004674843,0.004941912,0.000003795406,0.0002798352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01049112,"threshold_uncertainty_score":0.02086014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05412668973099902,"score_gpt":0.3774849638047448,"score_spread":0.3233582740737457,"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."}}