{"id":"W4306655011","doi":"10.1002/pon.6050","title":"The effectiveness of psychoeducational interventions on caregiver‐oriented outcomes in caregivers of adult cancer patients: A systematic review and meta‐analysis","year":2022,"lang":"en","type":"review","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Toronto Metropolitan University; University Health Network","funders":"","keywords":"Psychoeducation; Medicine; Anxiety; Psychosocial; Meta-analysis; Quality of life (healthcare); Distress; Psychological intervention; Caregiver burden; Strictly standardized mean difference; Intervention (counseling); Cancer; Depression (economics); Clinical psychology; Internal medicine; Psychiatry; Disease; Nursing","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":[0.009778809,0.002249255,0.01666216,0.004139441,0.0006458296,0.002509946,0.001743588,0.001916425,0.00307922],"category_scores_gemma":[0.02854285,0.001068043,0.02556891,0.004398538,0.0007100881,0.001432814,0.001157765,0.001697184,0.0001897315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002920234,"about_ca_system_score_gemma":0.003355934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006009324,"about_ca_topic_score_gemma":0.01282147,"domain_scores_codex":[0.9944038,0.002422797,0.001721123,0.0005418115,0.0007252363,0.0001851844],"domain_scores_gemma":[0.9857084,0.01054765,0.002431348,0.0002885422,0.0008414441,0.0001826291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003520546,0.00009349782,0.001777723,0.5924048,0.3787202,0.00009265959,0.000119997,0.0004144636,0.0002312136,0.0001110299,0.0004596549,0.02205421],"study_design_scores_gemma":[0.001675288,0.0006098167,0.003714898,0.06375075,0.927978,0.00009021802,0.00007091958,0.0001874728,0.0002016206,0.0001317861,0.001563204,0.00002609655],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007105816,0.9914056,0.0002977765,0.0001426602,0.0001146697,0.0004476892,0.0002413612,0.00001880635,0.000225593],"genre_scores_gemma":[0.1629177,0.8322359,0.001624604,0.0006689253,0.000179602,0.001675673,0.0004152667,0.00001617735,0.000266138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01666216,"threshold_uncertainty_score":0.05171591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06171765183094105,"score_gpt":0.438679372335413,"score_spread":0.376961720504472,"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."}}