{"id":"W2037860564","doi":"10.12927/hcq.2014.24016","title":"Caring for Caregivers of High-Needs Older Persons","year":2014,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Alzheimer Society of Canada","funders":"","keywords":"General partnership; Formative assessment; Aging in place; Nursing; Service (business); Assisted living; Gerontology; Medicine; Psychology; Business","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":[0.01230162,0.0003503616,0.000374829,0.0005256525,0.005767297,0.001794502,0.0008812807,0.0008551372,0.001355104],"category_scores_gemma":[0.01555289,0.0003990874,0.0003907011,0.0004297237,0.001007247,0.001833241,0.004461121,0.001398799,0.0002835009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002669261,"about_ca_system_score_gemma":0.01525222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005994269,"about_ca_topic_score_gemma":0.03843295,"domain_scores_codex":[0.9953657,0.003159665,0.0002337772,0.0001086515,0.0005624751,0.000569756],"domain_scores_gemma":[0.9952711,0.001315037,0.0005959661,0.0002000248,0.0009875628,0.0016302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003430636,0.002599013,0.06889499,0.00219988,0.00006635931,0.002018741,0.5591353,0.0001852279,0.002364822,0.001655136,0.03401046,0.326527],"study_design_scores_gemma":[0.0002692313,0.002715807,0.06603185,0.002750667,0.00008803755,0.001726383,0.8350952,0.0001788343,0.00139338,0.002110442,0.08756354,0.00007667707],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807324,0.003704258,0.0007207578,0.006126686,0.000409298,0.0008900888,0.00009835955,0.00002895527,0.007289278],"genre_scores_gemma":[0.9827104,0.005829948,0.005237858,0.00244445,0.00009868312,0.001017002,0.0001087367,0.0000110091,0.002541861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01230162,"threshold_uncertainty_score":0.06505799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306000200005826,"score_gpt":0.3574777597351315,"score_spread":0.3268777397345489,"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."}}