{"id":"W2156715348","doi":"10.1093/geront/45.4.456","title":"Evaluating the Effectiveness of Community-Based Dementia Care Networks: The Dementia Care Networks' Study","year":2005,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada; McMaster University; Queen's University; Élisabeth Bruyère Hospital; University of Toronto","funders":"","keywords":"Dementia; Perception; Service delivery framework; Service (business); Health care; Nursing; Business; Psychology; Gerontology; Medicine; Marketing; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007193602,0.0002971209,0.0004251855,0.00004885227,0.00154224,0.00008504221,0.0009320011,0.00008466154,0.0001285969],"category_scores_gemma":[0.0002539291,0.000140746,0.000212626,0.0003490237,0.0007564393,0.00006519826,0.0003984913,0.0009488259,0.00001237764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001500023,"about_ca_system_score_gemma":0.0001540541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198124,"about_ca_topic_score_gemma":0.002434985,"domain_scores_codex":[0.9902595,0.007609644,0.0004598307,0.0002565928,0.0007877836,0.0006266934],"domain_scores_gemma":[0.9953804,0.002447445,0.0002196195,0.001282024,0.0005955629,0.00007496974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003243676,0.001350284,0.8566185,0.0004420918,0.002322451,0.00001366766,0.0100797,0.03402941,0.0003012305,0.0001162553,0.0005196219,0.09096317],"study_design_scores_gemma":[0.005019382,0.003969624,0.9196835,0.0002072927,0.002685862,0.00000862593,0.0593886,0.007549368,0.0006744096,0.00002511458,0.0005835961,0.0002045774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761373,0.01191229,0.00420986,0.0007599336,0.0001833918,0.003994009,0.000007373705,0.00006356465,0.002732326],"genre_scores_gemma":[0.9983323,0.00003413394,0.00007977567,0.0006318568,0.0002134555,0.0005447749,0.00009161644,0.00003033909,0.00004171628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09075859,"threshold_uncertainty_score":0.9997576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07870270763193934,"score_gpt":0.4125644455962856,"score_spread":0.3338617379643463,"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."}}