{"id":"W2056572218","doi":"10.1016/j.jalz.2013.05.1360","title":"P3–286: Light therapy for improving cognitive, sleep, functional, behavioural or mood disturbances in dementia: A Cochrane review","year":2013,"lang":"en","type":"review","venue":"Alzheimer s & Dementia","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; Western University; University of Saskatchewan; University of Alberta","funders":"","keywords":"Cochrane Library; Dementia; Light therapy; Mood; Medicine; Randomized controlled trial; CINAHL; Meta-analysis; Circadian rhythm; Dark therapy; PsycINFO; MEDLINE; Systematic review; Cognition; Clinical psychology; Psychiatry; Internal medicine; Psychological intervention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003409097,0.0022472,0.009329534,0.008722183,0.0007918823,0.003214802,0.002114264,0.00299834,0.01584715],"category_scores_gemma":[0.01274324,0.0009840633,0.007458522,0.01025477,0.0009619463,0.002842187,0.001604703,0.001864177,0.001124099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004820652,"about_ca_system_score_gemma":0.006672022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008944208,"about_ca_topic_score_gemma":0.02140443,"domain_scores_codex":[0.9971602,0.001005763,0.0007870342,0.0001887046,0.0007187461,0.0001396008],"domain_scores_gemma":[0.9932693,0.004377928,0.001495637,0.00007780645,0.0006264801,0.0001528462],"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":[0.0003482793,0.00002186213,0.0001043619,0.9657006,0.002386414,0.00007436267,0.00007286229,0.0000668555,0.0001639433,0.0001678783,0.001992415,0.02890023],"study_design_scores_gemma":[0.0009293946,0.0002933737,0.001512696,0.9486794,0.02182172,0.0004032389,0.0001609442,0.0001296484,0.000219415,0.000346936,0.02547121,0.00003211427],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006017093,0.9966555,0.0001412352,0.0002138827,0.0001717279,0.001003944,0.0002707679,0.00002387424,0.0009173776],"genre_scores_gemma":[0.006496129,0.9894978,0.0006111631,0.0008388276,0.0001212474,0.001590762,0.0001851575,0.00000918096,0.0006497749],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01584715,"threshold_uncertainty_score":0.05301398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070357704417243,"score_gpt":0.3422620559360512,"score_spread":0.2352262854943269,"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."}}