{"id":"W2064714842","doi":"10.3928/02793695-20100730-02","title":"Implications of an Aging Population for Mental Health Nurses","year":2010,"lang":"en","type":"article","venue":"Journal of Psychosocial Nursing and Mental Health Services","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Mental health; Dementia; Affect (linguistics); Health care; Mental health care; Population; Psychology; Population ageing; Gerontology; Nursing; Medicine; Psychiatry; Environmental health; Disease; Political science","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":[0.00827926,0.0004216012,0.000413088,0.0009203487,0.01212589,0.004837481,0.001730347,0.008156538,0.01341772],"category_scores_gemma":[0.02693719,0.0003222174,0.0007599272,0.0007637292,0.006823913,0.008486676,0.006709982,0.00866252,0.001403091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004624443,"about_ca_system_score_gemma":0.01793378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260374,"about_ca_topic_score_gemma":0.03289994,"domain_scores_codex":[0.9930269,0.004300382,0.0003565599,0.0002581869,0.001044518,0.001013337],"domain_scores_gemma":[0.9755907,0.007495773,0.001897378,0.0003593355,0.004009507,0.0106472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002259002,0.0006141324,0.03356425,0.001222599,0.00005811259,0.01281107,0.04867468,0.0006654441,0.0008874568,0.08708491,0.5550477,0.2591437],"study_design_scores_gemma":[0.0001448355,0.0004916752,0.02487331,0.003465732,0.00008104905,0.008093667,0.2982123,0.0007167969,0.00041068,0.1233853,0.5399459,0.000178676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0125962,0.00554833,0.000426078,0.9618722,0.004931776,0.00003345098,0.00002409705,0.0000172481,0.0145507],"genre_scores_gemma":[0.4170152,0.04443198,0.004204754,0.498949,0.0159721,0.0005072698,0.00008384518,0.00005274923,0.0187831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01341772,"threshold_uncertainty_score":0.04488677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822674111978707,"score_gpt":0.48214829024004,"score_spread":0.4539215491202529,"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."}}