{"id":"W4407261366","doi":"10.1177/10748407251314549","title":"Using a Trauma-Informed Care Approach to Understand Family Caregivers’ Experiences of Accessing Formal Supports in Dementia Care","year":2025,"lang":"en","type":"article","venue":"Journal of Family Nursing","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Simon Fraser University; University of Alberta; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Dementia; Nursing; Family caregivers; Psychology; 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":[0.009364742,0.0006741157,0.0004300929,0.002158925,0.01440082,0.006730416,0.002043061,0.001911725,0.001559871],"category_scores_gemma":[0.01314883,0.0005534458,0.0003937535,0.00173834,0.0175835,0.007151343,0.00686766,0.00343309,0.0001771268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01166371,"about_ca_system_score_gemma":0.01395232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04441157,"about_ca_topic_score_gemma":0.1044062,"domain_scores_codex":[0.994023,0.004654961,0.0001681768,0.0001980107,0.0002919846,0.0006639093],"domain_scores_gemma":[0.9928703,0.004840286,0.0008330857,0.0002330488,0.0006625698,0.0005607323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007526397,0.00001546598,0.001845071,0.0000756138,0.00000268679,0.0006624493,0.9925382,0.00003170349,0.0001001543,0.001670711,0.000213476,0.002836951],"study_design_scores_gemma":[0.000001813579,0.00001287975,0.000838682,0.0001455115,0.000002572875,0.0003261819,0.9947902,0.00003123562,0.00006191028,0.0007861935,0.002997717,0.000005130074],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616846,0.004161025,0.01104921,0.008085192,0.0001376857,0.0004393779,0.00009521716,0.00002518777,0.01432244],"genre_scores_gemma":[0.9918891,0.002317228,0.003065049,0.001045385,0.00001381275,0.0002563311,0.00002945717,0.000009886265,0.001373757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04441157,"threshold_uncertainty_score":0.08830613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06845592329305684,"score_gpt":0.3814948074925212,"score_spread":0.3130388841994644,"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."}}