{"id":"W3138091037","doi":"10.1002/trc2.12120","title":"Factors influencing transition to care homes for people with dementia in Northern Ireland","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Translational Research & Clinical Interventions","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Dementia; Logistic regression; Medicine; Medical prescription; Place of death; Gerontology; Health care; Nursing; Palliative care; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008105726,0.0001234009,0.0002764292,0.0007944544,0.0008252535,0.001011969,0.0004785987,0.0003060607,0.002433125],"category_scores_gemma":[0.004553489,0.000152869,0.0006164643,0.001016582,0.0003824164,0.0006792286,0.001258835,0.0006876948,0.0002752439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002032556,"about_ca_system_score_gemma":0.002285053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.107127,"about_ca_topic_score_gemma":0.148582,"domain_scores_codex":[0.9992816,0.0001464279,0.0001401572,0.00007893094,0.0001289752,0.0002238112],"domain_scores_gemma":[0.9983941,0.0001787321,0.000718057,0.00005196639,0.000258486,0.0003986589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004727346,0.00004778834,0.9923049,0.00006718715,0.00002474864,0.0001709924,0.001099796,0.0000338779,0.00003818364,0.00003045856,0.0009824426,0.005152386],"study_design_scores_gemma":[0.000003046964,0.00002669109,0.9959149,0.00007631342,0.000007575388,0.0001714709,0.003062807,0.00005550685,0.00001384977,0.00003446381,0.0006275706,0.000005798461],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959183,0.0004757068,0.00005416634,0.0006186634,0.00002581982,0.00003504828,0.0008846331,0.000005853681,0.001981986],"genre_scores_gemma":[0.9988993,0.0002171606,0.00008002907,0.000115267,0.000007041252,0.00001927919,0.0004089474,0.000001408753,0.0002516038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.107127,"threshold_uncertainty_score":0.213007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2816141966080297,"score_gpt":0.5329577195212778,"score_spread":0.2513435229132481,"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."}}