{"id":"W4394785893","doi":"10.33137/jrmh.v7i2.42805","title":"Caregiver Mental Health: A Crucial Piece of the Recovery Puzzle","year":2024,"lang":"en","type":"article","venue":"Journal of Recovery in Mental Health","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Nature versus nurture; Mental health; Psychology; Stressor; Anxiety; Coping (psychology); Mindfulness; Burnout; Nursing; Psychotherapist; Social psychology; Psychiatry; Medicine; Clinical psychology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002157779,0.0002881066,0.0007403697,0.0004574458,0.0002354441,0.00006129174,0.000640323,0.000150152,0.0003692904],"category_scores_gemma":[0.0000418942,0.0002234881,0.00048426,0.0006949432,0.0001745727,0.0004192651,0.0001709934,0.0009196441,0.00004512549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00276825,"about_ca_system_score_gemma":0.0009211077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780974,"about_ca_topic_score_gemma":0.0008756585,"domain_scores_codex":[0.9957798,0.0008486381,0.001549067,0.0003743725,0.0008039518,0.0006441695],"domain_scores_gemma":[0.9981058,0.0002327489,0.000967737,0.0004100621,0.00005809039,0.0002255279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001681387,0.001353927,0.009158855,0.001320369,0.0005616192,0.0001633812,0.06183004,0.000160413,0.0008452701,0.001133743,0.6197606,0.3020304],"study_design_scores_gemma":[0.01516878,0.01819689,0.1213557,0.02896489,0.0001432957,0.008743038,0.1574842,0.0002686933,0.002835477,0.004723806,0.6399323,0.002182927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186302,0.02056738,0.0000564814,0.01703024,0.03899899,0.0009116127,0.0004262797,0.0000304239,0.003348359],"genre_scores_gemma":[0.9903479,0.002836533,0.0004855008,0.003391812,0.0006205351,0.00001480939,0.00001981749,0.00007896551,0.002204079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2998475,"threshold_uncertainty_score":0.9113578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000959072318376,"score_gpt":0.3407818384230112,"score_spread":0.3207722476998274,"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."}}