{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002842629,0.0001611558,0.0004737564,0.0001750227,0.0003126337,0.000003162517,0.0002398874,0.0001930337,0.0001385523],"category_scores_gemma":[0.00007374453,0.0001409845,0.0001576115,0.0003662008,0.0001972797,0.0001001055,0.00009420445,0.000129739,0.00001690332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002403035,"about_ca_system_score_gemma":0.0004572654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006892764,"about_ca_topic_score_gemma":0.00006227029,"domain_scores_codex":[0.998553,0.00008357076,0.0004914696,0.0002075962,0.0001853954,0.0004789744],"domain_scores_gemma":[0.9985138,0.0001937604,0.0003630983,0.0004254895,0.0004255279,0.00007835097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004706624,0.0007696284,0.04762033,0.02289745,0.0007710838,0.00000223451,0.6827583,0.00002065853,0.01054206,0.01236489,0.1595142,0.05803252],"study_design_scores_gemma":[0.05413731,0.005254626,0.2223144,0.01181766,0.001073639,0.000004607121,0.576307,0.0007977849,0.03168625,0.001889598,0.09197075,0.002746421],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900944,0.0009487604,0.0008707744,0.00007878416,0.003404016,0.001141541,0.0001146817,0.00005519364,0.003291841],"genre_scores_gemma":[0.9982695,0.00006001745,0.00009506875,0.0000177238,0.0005308582,0.00008340887,0.00004712517,0.00003484139,0.0008614794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.174694,"threshold_uncertainty_score":0.5749181,"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."}}