{"id":"W2625492193","doi":"10.1111/jan.13362","title":"Overview of systematic reviews: Effective home support in dementia care, components and impacts—Stage 1, psychosocial interventions for dementia","year":2017,"lang":"en","type":"review","venue":"Journal of Advanced Nursing","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Programme Grants for Applied Research; National Institute for Health and Care Research; Canadian Health Services Research Foundation; Princeton University","keywords":"Dementia; Psychosocial; Psychological intervention; Systematic review; Medicine; Population; Nursing; Gerontology; MEDLINE; Psychology; Psychiatry; 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"],"consensus_categories":[],"category_scores_codex":[0.002255364,0.0004059858,0.004603836,0.0007999594,0.0001281945,0.00006568739,0.0002795504,0.0001530234,0.00003742954],"category_scores_gemma":[0.0006977281,0.000305278,0.001802384,0.0002139044,0.0001396405,0.0003469443,0.0000535403,0.000500772,0.00000269426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004248448,"about_ca_system_score_gemma":0.0002595864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002562694,"about_ca_topic_score_gemma":0.000004558486,"domain_scores_codex":[0.9955904,0.0005882952,0.002581175,0.0002861509,0.0005402296,0.0004137311],"domain_scores_gemma":[0.9944361,0.0003372797,0.004140278,0.0003184175,0.0005518144,0.0002161473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001441705,0.0003442977,0.0002682151,0.5264992,0.001054224,0.00003160137,0.0002075715,6.481621e-8,0.00002335342,0.00001339985,0.00007563176,0.4713383],"study_design_scores_gemma":[0.004016799,0.002258182,0.002865656,0.9130639,0.01270123,0.000215423,0.0004552724,0.0000012362,0.00001335846,0.00007536707,0.0640937,0.0002399127],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007255917,0.9898561,0.0006197232,0.00002813621,0.0006188118,0.007925115,0.00006138993,0.000004223983,0.0001608774],"genre_scores_gemma":[0.004313388,0.9940128,0.001098602,0.00001280796,0.0001405787,0.0002522297,0.00005862305,0.00004955614,0.00006146707],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4710984,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2251758739624911,"score_gpt":0.5364840591785626,"score_spread":0.3113081852160714,"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."}}