{"id":"W2986823105","doi":"10.1093/geroni/igz038.1623","title":"REDUCING ANTIPSYCHOTIC USE IN LONG-TERM CARE: CONSIDERING THE ROLE OF CULTURE OF CARE AND INFORMAL COMMUNICATION","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health; University of Victoria","funders":"","keywords":"Dementia; Feeling; Health care; Nursing; Medicine; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004091859,0.0002072545,0.0002492601,0.0004739881,0.004817826,0.003096512,0.001004107,0.0005484834,0.0007912141],"category_scores_gemma":[0.01070203,0.0001377469,0.0002683035,0.0004230278,0.002248814,0.001028714,0.0023844,0.001149909,0.00003331606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008611166,"about_ca_system_score_gemma":0.01918337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2664143,"about_ca_topic_score_gemma":0.5016918,"domain_scores_codex":[0.9965187,0.002171835,0.0001052848,0.00008752727,0.0004375705,0.0006791102],"domain_scores_gemma":[0.9938774,0.002035143,0.001201831,0.0001387015,0.001072668,0.001674247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002099428,0.0004035656,0.6283653,0.0005050672,0.0001137239,0.001380396,0.2610054,0.0002491526,0.001052477,0.001508592,0.00198361,0.1032228],"study_design_scores_gemma":[0.00002531954,0.0003693895,0.4741851,0.0008280178,0.00008798863,0.00034217,0.5159904,0.0007227659,0.0003397773,0.0008273571,0.006239706,0.00004208997],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910336,0.001450478,0.0003058665,0.004334047,0.00004269709,0.0000340558,0.00001322024,0.000003338498,0.002782638],"genre_scores_gemma":[0.9988552,0.0004656882,0.0002345588,0.0002737624,0.00001030275,0.00001173175,0.000004896995,8.123181e-7,0.0001429944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2664143,"threshold_uncertainty_score":0.5297272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687433609170587,"score_gpt":0.3596202027881654,"score_spread":0.3327458666964596,"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."}}