{"id":"W4307384224","doi":"10.1093/ageing/afac218.312","title":"355 PREDICTORS OF HOME SUPPORT SERVICES AND THE CONSEQUENCES OF MISMATCH BETWEEN ALLOCATED AND RECEIVED SERVICES IN COGNITIVELY-IMPAIRED OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Activities of daily living; Gerontology; Cognitive impairment; Cognition; Population; Montreal Cognitive Assessment; Physical therapy; Psychiatry","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":[0.001079493,0.0002472656,0.0003305842,0.0008676825,0.0005269769,0.001073611,0.0005322065,0.0006536177,0.002775765],"category_scores_gemma":[0.005984969,0.0002175509,0.0005618522,0.001454796,0.0002801915,0.0007263685,0.0007907731,0.0007507946,0.0003530332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003958472,"about_ca_system_score_gemma":0.0003897569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031527,"about_ca_topic_score_gemma":0.009864441,"domain_scores_codex":[0.9992369,0.0001867726,0.0002133519,0.0000975291,0.0001378573,0.0001276581],"domain_scores_gemma":[0.9964806,0.000678413,0.001886548,0.0001138918,0.0003198703,0.0005206419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002969234,0.000012534,0.9996599,0.000003520333,0.00001377903,0.00001687027,0.0000207387,0.00001285715,0.000008693675,0.000002610262,0.00002352191,0.0001953634],"study_design_scores_gemma":[0.000002124972,0.00005321902,0.9993311,0.00000765096,0.000009294933,0.0000903355,0.0002657984,0.0001823479,0.00001089187,0.000009707315,0.00003580938,0.000001697588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992119,0.0002049008,0.00002347478,0.00005399939,0.000005879519,0.000004381061,0.0003019359,0.00000137645,0.0001921162],"genre_scores_gemma":[0.9997464,0.00003004039,0.00002050872,0.00001222358,0.000005388093,0.000003647658,0.0001379769,6.422235e-7,0.00004316886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01031527,"threshold_uncertainty_score":0.02051044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104034999600845,"score_gpt":0.2543976562097273,"score_spread":0.2439941562496428,"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."}}