{"id":"W2749486513","doi":"10.1177/0898264317725618","title":"Long-Term Care Service Trajectories and Their Predictors for Persons Living With Dementia: Results From a Canadian Study","year":2017,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interior Health; University of Victoria","funders":"Canadian Institutes of Health Research","keywords":"Dementia; Gerontology; Long-term care; Service (business); Activities of daily living; Medicine; Independent living; Sample (material); Psychology; Psychiatry; Business; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008043678,0.0001205639,0.0003362444,0.0001208353,0.002755851,0.0000783213,0.0001216107,0.00005775507,0.000003976329],"category_scores_gemma":[0.00006253082,0.00008187164,0.00002849408,0.00003959331,0.00002757161,0.0001519972,0.00002771923,0.000329477,1.57886e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662599,"about_ca_system_score_gemma":0.00118447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2535132,"about_ca_topic_score_gemma":0.7553858,"domain_scores_codex":[0.9988884,0.0001158237,0.0003745629,0.0001599958,0.0001127683,0.0003484022],"domain_scores_gemma":[0.9982819,0.000258664,0.0006309144,0.0001867302,0.0002536908,0.0003880893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006515804,0.00001764908,0.771143,0.0002312671,0.00009704271,0.000004843419,0.2249813,4.419158e-7,7.198219e-7,0.000001366067,0.0009858711,0.002471328],"study_design_scores_gemma":[0.001561366,0.0006467949,0.8315358,0.001271853,0.00008881016,0.000007073275,0.1644611,0.00000388216,4.923126e-7,0.000006341959,0.0003499366,0.00006662379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852349,0.004638941,0.00003977844,0.008784075,0.000652548,0.0004271064,0.0001517144,0.000009589284,0.00006134663],"genre_scores_gemma":[0.9986138,0.0002538814,0.0002032725,0.0002266764,0.0006276871,0.00000561701,0.000007786392,0.0000155199,0.00004579148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5018726,"threshold_uncertainty_score":0.9985424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04692710064477944,"score_gpt":0.3737280685357101,"score_spread":0.3268009678909306,"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."}}