{"id":"W4404905570","doi":"10.5770/cgj.27.734","title":"“How Can We Help You?” Older Adults’ and Care Partners’ Perspectives on Improving Care in Hospital: A Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Hamilton Health Sciences; University of Toronto; University Health Network; St. Michael's Hospital; McMaster University","funders":"McMaster University","keywords":"Psychosocial; Medicine; Recreation; Psychological intervention; Rehabilitation; Interpersonal relationship; Rehabilitation hospital; Qualitative research; Interpersonal communication; Social isolation; Nursing; Gerontology; Family medicine; Physical therapy; Psychology; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004293293,0.0003583249,0.0004631665,0.001390563,0.0002309456,0.0005568656,0.0001858394,0.0001941789,0.00003389001],"category_scores_gemma":[0.0006343828,0.0003276343,0.0001432252,0.0008031466,0.00006869299,0.0001798746,0.00004548996,0.001197062,0.00000364921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002613768,"about_ca_system_score_gemma":0.00202602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01810197,"about_ca_topic_score_gemma":0.1712705,"domain_scores_codex":[0.9976157,0.0002524602,0.0003631189,0.0006447256,0.0003926054,0.000731366],"domain_scores_gemma":[0.9977984,0.0001276616,0.00009323978,0.0003451529,0.000413574,0.001221991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007273113,0.0001075698,0.01320255,0.0005924892,0.0001615418,0.005280198,0.5211561,0.000007317197,0.00003316852,0.00004919336,0.002874884,0.4564623],"study_design_scores_gemma":[0.003154498,0.001938686,0.04023417,0.0008307641,0.0002506244,0.0005266531,0.9435431,0.0001497644,0.0000678279,0.0000282864,0.008799614,0.0004759881],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179865,0.0629022,0.00007700711,0.01487411,0.002295442,0.001301931,0.00009932648,0.00006766107,0.0003958529],"genre_scores_gemma":[0.9956366,0.0006187662,0.002105309,0.0001029571,0.0009389969,0.00004047378,0.00001364607,0.0000898939,0.0004533189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4559863,"threshold_uncertainty_score":0.9999176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301468236842676,"score_gpt":0.3051885491641547,"score_spread":0.2921738667957279,"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."}}