{"id":"W4401371357","doi":"10.1080/07317115.2024.2388144","title":"Dementia Care Partner Preparedness and Desire to Seek Long-Term Care at Hospital Discharge: Mediating Roles of Care Receiver Clinical Factors","year":2024,"lang":"en","type":"article","venue":"Clinical Gerontologist","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Aging; National Institute on Aging; National Institutes of Health","keywords":"Dementia; Preparedness; Long-term care; Psychology; Term (time); Nursing; Medicine; Gerontology; Psychiatry; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006873953,0.0003887414,0.001116973,0.00008937332,0.000561912,0.00004277092,0.0003673768,0.000808287,0.0001967288],"category_scores_gemma":[0.001614784,0.0003005991,0.000453794,0.0002035323,0.0005373084,0.0001423189,0.0005571293,0.0008838141,0.00007980264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003388801,"about_ca_system_score_gemma":0.0004878264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002137628,"about_ca_topic_score_gemma":0.005206878,"domain_scores_codex":[0.9948696,0.0009557583,0.001968366,0.001098825,0.0003690552,0.000738391],"domain_scores_gemma":[0.9952648,0.002671582,0.0004087969,0.0006312738,0.0004984766,0.0005250585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001797214,0.00006526369,0.8786734,0.001430533,0.0001482079,0.00003514683,0.0755787,9.407872e-7,0.000003552099,0.00003941495,0.004484971,0.03936018],"study_design_scores_gemma":[0.0008702308,0.001066745,0.8530679,0.0007522135,0.0004601844,0.000001127642,0.1401952,0.0000045178,0.00002300924,0.00001475062,0.003160009,0.0003841497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608992,0.02839486,0.00005992267,0.0003500627,0.00763091,0.00119245,0.0003289473,0.000225508,0.0009181707],"genre_scores_gemma":[0.9969891,0.0006602306,0.0003400162,0.00009449184,0.0009228917,0.00009768639,0.000499862,0.00005793129,0.0003377753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06461649,"threshold_uncertainty_score":0.9999446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031195000713987,"score_gpt":0.4877032680329176,"score_spread":0.3845837679615189,"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."}}