{"id":"W4388554875","doi":"10.1186/s12877-023-04422-y","title":"Identifying and managing apathy in people with dementia living in nursing homes: a qualitative study","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"ZonMw; Alzheimer Society","keywords":"Apathy; Dementia; Qualitative research; Medicine; Nonprobability sampling; Perspective (graphical); Focus group; Psychology; Disappointment; Psychiatry; Nursing; Psychotherapist; Disease; Population; Cognition; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001758765,0.0001418676,0.000277269,0.001057732,0.00007982204,0.00008751037,0.00006625252,0.00003300174,0.00002957928],"category_scores_gemma":[0.0001736421,0.0001292523,0.00002746158,0.00219158,0.00003591738,0.0001723232,0.0001034778,0.0001935919,0.00001874221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108409,"about_ca_system_score_gemma":0.00009914602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000243995,"about_ca_topic_score_gemma":0.001169882,"domain_scores_codex":[0.998126,0.0003012321,0.0002863797,0.0003717024,0.0004692462,0.000445392],"domain_scores_gemma":[0.9993199,0.0003301403,0.00006142317,0.0001379992,0.00006341843,0.00008710693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001130079,0.0004098,0.8857468,0.0002515103,0.00003373764,0.0001400654,0.1104508,0.000004954029,0.00007319429,0.00002744461,0.00002207179,0.002726601],"study_design_scores_gemma":[0.001772233,0.000304343,0.7069731,0.0004441748,0.00007046924,0.000006712864,0.2896622,0.0004763728,0.000009494492,0.0001774505,0.000001800738,0.0001016108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965381,0.0004474742,0.001140482,0.00008635256,0.00005305467,0.0009675591,0.000001257053,0.00005574925,0.0007099711],"genre_scores_gemma":[0.9988279,0.0001361551,0.0006092315,0.00001749196,0.0000322579,0.0001041885,0.000008937098,0.00002468963,0.0002391935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1792114,"threshold_uncertainty_score":0.5270754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03598600522426316,"score_gpt":0.3854735865976572,"score_spread":0.349487581373394,"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."}}