{"id":"W4402938758","doi":"10.1186/s13643-024-02641-x","title":"Effectiveness of interventions for informal caregivers of people with end-stage chronic illness: a systematic review","year":2024,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Psychosocial; Psychological intervention; CINAHL; PsycINFO; MEDLINE; Quality of life (healthcare); Social support; Anxiety; Intervention (counseling); Inclusion (mineral); Family medicine; Nursing; Psychiatry; Psychotherapist; Psychology","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":[0.008792388,0.001573498,0.008979143,0.006380891,0.0008324407,0.002617162,0.001728674,0.002149403,0.004309115],"category_scores_gemma":[0.04193167,0.0009211396,0.007018724,0.00543773,0.000787481,0.002085433,0.001505926,0.001487818,0.0002201057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005146225,"about_ca_system_score_gemma":0.01110974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006699423,"about_ca_topic_score_gemma":0.01956122,"domain_scores_codex":[0.9924634,0.003427355,0.002025597,0.0004556922,0.001372762,0.0002552501],"domain_scores_gemma":[0.9737245,0.02007152,0.004010074,0.0002206745,0.001566188,0.0004069465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005189752,0.00005585323,0.0003904622,0.9524134,0.007125964,0.00006424971,0.0002667865,0.0000756136,0.00007501909,0.0001254756,0.0005583105,0.03832985],"study_design_scores_gemma":[0.00100268,0.0006184048,0.003240146,0.9292547,0.05671279,0.0001774561,0.0004926966,0.00009667511,0.0001874995,0.0001793039,0.008004608,0.00003298286],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003447535,0.9943567,0.0001433361,0.0002515634,0.0001307364,0.0009690702,0.0002621585,0.00001299291,0.0004259452],"genre_scores_gemma":[0.0404941,0.9554404,0.001007347,0.0005619414,0.00009313256,0.002044321,0.0001914175,0.000006364321,0.0001609479],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008979143,"threshold_uncertainty_score":0.04649913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05946573538737064,"score_gpt":0.4014277312276644,"score_spread":0.3419619958402937,"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."}}