{"id":"W2886235737","doi":"10.1177/1742395318789467","title":"Unmet needs of family caregivers of hospitalized older adults preparing for discharge home","year":2018,"lang":"en","type":"article","venue":"Chronic Illness","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre; McGill University","funders":"","keywords":"Medicine; Caregiver burden; Hospital Anxiety and Depression Scale; Activities of daily living; Depression (economics); Needs assessment; Gerontology; Scale (ratio); Social support; Family caregivers; CLARITY; Anxiety; Family medicine; Psychiatry; Psychology; Dementia","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":[0.0005120694,0.0001712827,0.0002524569,0.0005361491,0.0009526554,0.0004937422,0.000197823,0.0002456141,0.0008790466],"category_scores_gemma":[0.003739321,0.0001382566,0.0002268482,0.000367331,0.0001780174,0.0005133548,0.0005668717,0.0002730484,0.00007065287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000968996,"about_ca_system_score_gemma":0.001102708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02247744,"about_ca_topic_score_gemma":0.06222224,"domain_scores_codex":[0.9996481,0.0001025804,0.00005221788,0.00002783233,0.00006673802,0.0001025037],"domain_scores_gemma":[0.9987844,0.0001845641,0.0005246947,0.00002439237,0.0002210713,0.0002608434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002063506,0.00007761886,0.9822938,0.00006610114,0.00004348413,0.0003716123,0.005862738,0.0001011189,0.0002977643,0.00003026031,0.0003782742,0.01027092],"study_design_scores_gemma":[0.000008574189,0.0001558396,0.9852372,0.00005949788,0.00001811139,0.0004979987,0.01304031,0.0002530977,0.00009381583,0.00005970154,0.0005659885,0.00000992481],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999429,0.0001945713,0.0000244256,0.00006993719,0.000001832275,0.000006954077,0.00009003592,7.105344e-7,0.0001824785],"genre_scores_gemma":[0.999492,0.000177565,0.00008143717,0.00003468014,0.000002872195,0.000008199557,0.0001074939,5.069455e-7,0.00009515115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02247744,"threshold_uncertainty_score":0.04469323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670095358897841,"score_gpt":0.3387030848479665,"score_spread":0.3220021312589881,"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."}}