{"id":"W3216739822","doi":"10.1111/ajag.13011","title":"Factors associated with caregiver distress among home care clients in New Zealand: Evidence based on data from interRAI Home Care assessment","year":2021,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Distress; Medicine; Logistic regression; Activities of daily living; Caregiver stress; Depression (economics); Caregiver burden; Gerontology; Cohort; Scale (ratio); Psychology; Clinical psychology; Dementia; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001567981,0.0002856745,0.0005171354,0.0009015661,0.0003221812,0.0005064879,0.0004112635,0.0002031779,0.0009580723],"category_scores_gemma":[0.005867185,0.0002277921,0.0004391075,0.001252965,0.0004236071,0.0003824062,0.0006040294,0.0002922938,0.00009567048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060998,"about_ca_system_score_gemma":0.001479758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1908007,"about_ca_topic_score_gemma":0.2542239,"domain_scores_codex":[0.9994494,0.0001323964,0.0001102411,0.00005278151,0.0001927213,0.00006240981],"domain_scores_gemma":[0.9975534,0.0003953656,0.00145552,0.00006196312,0.0003388637,0.0001948155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008633155,0.00002778816,0.9933046,0.0002095786,0.00005370467,0.00004876788,0.0007003444,0.00001713318,0.00007798112,0.000005383581,0.00009291678,0.005375391],"study_design_scores_gemma":[0.000006165057,0.00004018029,0.9991853,0.00008718073,0.00002280709,0.00003723164,0.0004924383,0.00002080137,0.000009976325,0.00000308515,0.00009319275,0.00000172332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973386,0.001666512,0.00005168925,0.00008941797,0.000004284133,0.000039895,0.0004071636,0.000001519462,0.0004010162],"genre_scores_gemma":[0.9977532,0.001614033,0.0001427335,0.00002432999,0.000004777855,0.00003270281,0.0003430154,8.507295e-7,0.00008427169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1908007,"threshold_uncertainty_score":0.3793803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08017548527451,"score_gpt":0.3477829032016156,"score_spread":0.2676074179271056,"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."}}