{"id":"W2464223842","doi":"","title":"A FOUR-YEAR REVIEW OF GERIATRIC MENTAL HEALTH SERVICES.IN A LAGOS BASED HOSPITAL, NIGERIA","year":2016,"lang":"en","type":"review","venue":"PubMed","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Mental health; Psychological intervention; Public health; Geriatric psychiatry; Comorbidity; Population; Quarter (Canadian coin); Mental illness; Psychiatry; Gerontology; Family medicine; Environmental health; Nursing; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009207504,0.0002691564,0.0003279827,0.003179386,0.0008869671,0.001056097,0.0004067915,0.0004941009,0.001702112],"category_scores_gemma":[0.002976003,0.0003623617,0.0003387113,0.005167714,0.0003117084,0.001006377,0.0008327216,0.0005164736,0.0002456319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00266506,"about_ca_system_score_gemma":0.006079885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03399589,"about_ca_topic_score_gemma":0.09611593,"domain_scores_codex":[0.9992192,0.0001772976,0.0002945457,0.0000511564,0.0001554601,0.0001023556],"domain_scores_gemma":[0.9977874,0.0003819554,0.0009972986,0.00002922702,0.0004832098,0.0003210965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002645715,0.0002173021,0.7009045,0.01728566,0.0003013456,0.01071401,0.007930337,0.0001907701,0.001024914,0.0004710142,0.03154649,0.229149],"study_design_scores_gemma":[0.0000206858,0.000216857,0.9149525,0.009178163,0.0001825269,0.00573547,0.01618219,0.00006786107,0.0001744457,0.00004817153,0.05321709,0.00002406059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4678237,0.508242,0.0001526733,0.009188413,0.001131831,0.0003154211,0.004818279,0.00003350584,0.008294115],"genre_scores_gemma":[0.5870126,0.4038828,0.0005618459,0.002877156,0.0003935534,0.0001953615,0.002420002,0.00001265237,0.00264392],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03399589,"threshold_uncertainty_score":0.06759602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04936364445711757,"score_gpt":0.371732019454713,"score_spread":0.3223683749975955,"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."}}