{"id":"W2003963087","doi":"10.1016/j.jalz.2014.05.1752","title":"Psychosocial telephone intervention for dementia caregivers: A randomized, controlled trial","year":2014,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research; McMaster University","keywords":"Randomized controlled trial; Psychosocial; Dementia; Intervention (counseling); Psychological intervention; Medicine; Family caregivers; Caregiver burden; Telephone call; Physical therapy; Psychiatry; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003043512,0.0003571804,0.001500683,0.0002769181,0.0002553211,0.0001233235,0.0002102819,0.0001518988,0.00180037],"category_scores_gemma":[0.0005245859,0.0002899859,0.001597892,0.0001949518,0.0002186769,0.0001915986,0.00008737365,0.0002010183,0.0001514772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001489801,"about_ca_system_score_gemma":0.00009690471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008080971,"about_ca_topic_score_gemma":0.00002808163,"domain_scores_codex":[0.996399,0.0005908698,0.001007802,0.0005805639,0.0007468915,0.000674827],"domain_scores_gemma":[0.9980496,0.0004842888,0.0003854904,0.000343167,0.0004904245,0.000247073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8869327,0.001044947,0.0006348817,0.00003034865,0.05399245,0.000004431418,0.0001661074,2.925154e-7,0.0003665286,0.0009060054,0.008666534,0.04725474],"study_design_scores_gemma":[0.907569,0.001911522,0.0004033879,0.00006352036,0.06816778,0.000004747821,0.0001524425,0.0003952535,0.002074302,0.0008271919,0.01816776,0.0002630829],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5276293,0.09996004,0.1878585,0.007682404,0.01075344,0.09873386,0.00007311684,0.0008126308,0.06649675],"genre_scores_gemma":[0.9914502,0.000112717,0.001972032,0.0004548946,0.0009977468,0.004481773,0.000182507,0.00005391025,0.0002942127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4638209,"threshold_uncertainty_score":0.9999552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029797501192676,"score_gpt":0.3251145361773827,"score_spread":0.304816561165456,"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."}}