{"id":"W2575123327","doi":"10.1177/0733464816684624","title":"Accuracy of Caregiver Proxy Reports of Home Care Service Use","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Respite care; Proxy (statistics); Dementia; Nursing homes; Nursing; Christian ministry; Medicine; Service (business); Gerontology; Health care; Psychology; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003905406,0.0001432537,0.0007591992,0.0002010157,0.00008328591,0.000002222625,0.0001985688,0.0002882537,0.0002142818],"category_scores_gemma":[0.0001719002,0.00009152941,0.0001364827,0.0001686334,0.00008400109,0.0001506189,0.00007236523,0.0002892724,0.000008781385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001591773,"about_ca_system_score_gemma":0.0006247994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003063759,"about_ca_topic_score_gemma":0.0003210662,"domain_scores_codex":[0.9977585,0.0001299299,0.001331782,0.0001677559,0.0002816925,0.0003303236],"domain_scores_gemma":[0.9945841,0.0008090688,0.002822668,0.0003909583,0.001279319,0.0001138252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.01063083,0.0007405033,0.2613624,0.005269313,0.001144204,0.0007288524,0.3057286,0.00003320647,0.1723441,0.004906906,0.1034874,0.1336238],"study_design_scores_gemma":[0.01894645,0.003095675,0.5632405,0.003525948,0.001571488,0.001255215,0.1681068,0.000003169405,0.03129196,0.00933166,0.1982722,0.001358893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937595,0.0007625625,0.0001608355,0.001095259,0.001534993,0.0003426776,0.00001492858,0.00001222859,0.002317064],"genre_scores_gemma":[0.9986196,0.0001190001,0.0006786284,0.000113536,0.0002659627,0.000008961655,0.000002521289,0.00001881294,0.0001730491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3018782,"threshold_uncertainty_score":0.3732461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04804883229361541,"score_gpt":0.3683147127679474,"score_spread":0.320265880474332,"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."}}