{"id":"W4386305991","doi":"10.1093/geront/gnad120","title":"Filling In: Family Member Support for Nonrelative Residents in Long-Term Care Homes","year":2023,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Term (time); Long-term care; Family member; Gerontology; Psychology; Nursing; Business; Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003705786,0.0003767693,0.0003879882,0.0004738981,0.008092877,0.00172965,0.001452094,0.0008661984,0.004943236],"category_scores_gemma":[0.01219157,0.0002259536,0.000328756,0.0003062086,0.003111105,0.001928769,0.003732181,0.00123572,0.000298152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003021152,"about_ca_system_score_gemma":0.006533465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01576598,"about_ca_topic_score_gemma":0.05038512,"domain_scores_codex":[0.9964136,0.002448348,0.0001319638,0.000206884,0.0003241374,0.0004749793],"domain_scores_gemma":[0.9936685,0.002014852,0.001044469,0.0002884018,0.0006510154,0.002332824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001326711,0.0002182756,0.05144463,0.0004529695,0.00004211183,0.004391512,0.8537939,0.00007881074,0.001290836,0.001149981,0.01452915,0.07247508],"study_design_scores_gemma":[0.0000126025,0.0002245178,0.0298385,0.0005953831,0.00003544513,0.00276894,0.9288872,0.0001019067,0.00035872,0.0006941519,0.03644455,0.00003801537],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836515,0.001344599,0.0006660216,0.004413143,0.0002300357,0.00005520726,0.00005319204,0.00003693258,0.009549495],"genre_scores_gemma":[0.9956255,0.0005282638,0.0007062286,0.0008204174,0.00003287196,0.00003720785,0.00003260278,0.000009198966,0.00220771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01576598,"threshold_uncertainty_score":0.03134841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11499634562811,"score_gpt":0.4425095404089555,"score_spread":0.3275131947808455,"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."}}