{"id":"W4411759220","doi":"10.1093/geronb/gbaf111","title":"It’s all about the attitude: Findings on internalized caregiver stigma and mental health of informal caregivers","year":2025,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Stigma (botany); Mental health; Clinical psychology; Caregiver burden; Psychology; Family caregivers; Scale (ratio); Health care; Medicine; Gerontology; Psychiatry; Dementia; 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":[0.002319102,0.0001981353,0.0002467245,0.0007373351,0.0007253931,0.0007310727,0.0003299517,0.0003021827,0.001638347],"category_scores_gemma":[0.01238719,0.000143446,0.0004450207,0.0006024195,0.001104805,0.0006584529,0.001695361,0.0005043586,0.00009985144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000496749,"about_ca_system_score_gemma":0.0009387406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007732102,"about_ca_topic_score_gemma":0.007767387,"domain_scores_codex":[0.9986582,0.0006317301,0.0000980832,0.00009126784,0.0003534073,0.0001672281],"domain_scores_gemma":[0.9934765,0.002118534,0.002743555,0.0002711552,0.0009556451,0.0004346935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008762199,0.00008263793,0.9586078,0.0001911019,0.0001236821,0.0001742319,0.02251862,0.00003941136,0.0001691171,0.0001724066,0.0002649467,0.0175685],"study_design_scores_gemma":[0.000006928383,0.00006964126,0.971239,0.0003354936,0.00005961375,0.0002649021,0.02686875,0.00007162266,0.00008953284,0.0001634485,0.0008199518,0.00001106761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981213,0.0007523404,0.00006112282,0.0001836141,0.00001000026,0.00000585209,0.00002889373,6.03548e-7,0.0008362802],"genre_scores_gemma":[0.9994901,0.0003137951,0.00002753879,0.00005001047,0.000006775795,0.000006577166,0.00001713019,6.541195e-7,0.00008734283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007732102,"threshold_uncertainty_score":0.01537418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04282075678521406,"score_gpt":0.3718488444268231,"score_spread":0.3290280876416091,"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."}}