{"id":"W2133216025","doi":"10.1002/gps.1126","title":"Perceived mental health needs and adequacy of service provision to older people in care homes in the UK: a national survey","year":2004,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medicine; Referral; Stratified sampling; Perception; Family medicine; Service (business); Mental health; Older people; Gerontology; Psychiatry; Psychology","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":[0.001289015,0.0001964908,0.000278031,0.0006552609,0.0003051932,0.0005113888,0.0003474036,0.0005285988,0.001139336],"category_scores_gemma":[0.004702662,0.0002768417,0.0003881666,0.000626635,0.0004636289,0.0006789662,0.0007486466,0.0006118183,0.0002121263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008385793,"about_ca_system_score_gemma":0.0005217507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03384861,"about_ca_topic_score_gemma":0.04129734,"domain_scores_codex":[0.9987977,0.0003733624,0.0002484382,0.00008170198,0.0003387588,0.0001600763],"domain_scores_gemma":[0.9960361,0.0004478711,0.002136363,0.00008437163,0.0005223613,0.0007730391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005477556,0.00006434804,0.9968227,0.00003991838,0.00003368557,0.00009108038,0.0009410278,0.00002583886,0.0001196205,0.000005909107,0.0002357532,0.001565346],"study_design_scores_gemma":[0.000004165558,0.0000989455,0.9986908,0.00001666595,0.000004546178,0.00007284257,0.0009650206,0.00004133703,0.00001124478,0.000002765007,0.00008914522,0.000002503189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992471,0.0001519515,0.00002099373,0.0001203489,0.000003112999,0.00001430059,0.0002101497,0.000001402847,0.0002306949],"genre_scores_gemma":[0.9994444,0.0001434848,0.00004365091,0.00006085661,0.00000454506,0.00001455431,0.0001681705,6.763229e-7,0.0001196048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03384861,"threshold_uncertainty_score":0.06730318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343378830227602,"score_gpt":0.390386532984365,"score_spread":0.366952744682089,"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."}}