{"id":"W3216441327","doi":"10.5770/cgj.24.511","title":"Depression and Functional Mobility Decline in Long Term Care Home Residents with Dementia: a Prospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine; Dementia; Depression (economics); Gerontology; Prospective cohort study; Long-term care; Cohort; Cohort study; Term (time); Psychiatry; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005619078,0.0001405972,0.0002450719,0.0004263619,0.0002585406,0.0001549656,0.00005748314,0.00006262802,0.0004298197],"category_scores_gemma":[0.0001239729,0.0001174855,0.00004103568,0.000510128,0.00004729449,0.0001521792,0.0000714046,0.0004933127,0.000004143372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006520863,"about_ca_system_score_gemma":0.002195025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004813784,"about_ca_topic_score_gemma":0.1713855,"domain_scores_codex":[0.9981721,0.0001327885,0.0002795031,0.0003687349,0.0006379818,0.0004088737],"domain_scores_gemma":[0.9982446,0.00003066392,0.00006918242,0.0001618469,0.0007759859,0.0007177039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002868926,0.0002679397,0.9913509,0.00005526714,0.0002063031,0.004894733,0.0002751884,0.000002407291,0.00004347376,0.000001112079,0.000106455,0.002509346],"study_design_scores_gemma":[0.004876668,0.0004688023,0.9917324,0.0000947251,0.0002493186,0.0009746642,0.001311249,0.000004900536,0.00009912295,0.00003899486,0.00002824095,0.0001208846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951751,0.002849405,0.0001308385,0.0002058803,0.0001254902,0.0008835541,0.00001188879,0.00000629884,0.0006115041],"genre_scores_gemma":[0.9991043,0.000205742,0.0001025349,0.0001329984,0.0001648078,0.0000478783,0.00003831871,0.00001654009,0.0001869286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1665717,"threshold_uncertainty_score":0.8437346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00940584218558648,"score_gpt":0.2778798106040453,"score_spread":0.2684739684184588,"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."}}