{"id":"W4391531116","doi":"10.2196/46116","title":"Digital Health Psychosocial Intervention in Adult Patients With Cancer and Their Families: Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Psychosocial; Randomized controlled trial; Psychological intervention; Medicine; PsycINFO; CINAHL; Meta-analysis; Distress; Quality of life (healthcare); Cochrane Library; Critical appraisal; MEDLINE; Physical therapy; Clinical psychology; Psychiatry; Alternative medicine; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01247651,0.002451879,0.0181726,0.007329905,0.0007460063,0.003154059,0.002151239,0.002132787,0.003952879],"category_scores_gemma":[0.03089511,0.001258096,0.02924287,0.006958541,0.0007859051,0.002088582,0.001532773,0.001626076,0.0002072986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003802108,"about_ca_system_score_gemma":0.005030755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007013144,"about_ca_topic_score_gemma":0.01611669,"domain_scores_codex":[0.9916362,0.004020927,0.002407396,0.0006966279,0.0009833416,0.0002556606],"domain_scores_gemma":[0.9830319,0.01255211,0.002765246,0.0003838498,0.001037916,0.0002289898],"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":[0.001600263,0.0000649721,0.001652695,0.6376346,0.3412986,0.0001097506,0.0001107884,0.0003622216,0.0001239984,0.0001181129,0.0004175637,0.01650659],"study_design_scores_gemma":[0.001024867,0.0004519282,0.003103399,0.07858575,0.914006,0.0001263497,0.0001049535,0.0002023564,0.0001415254,0.0001762902,0.002048149,0.00002844172],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003771594,0.9948283,0.0002566134,0.0001244635,0.00008615655,0.000472437,0.0002505858,0.00001591833,0.0001938241],"genre_scores_gemma":[0.1297436,0.864634,0.002005113,0.0007199004,0.0001700742,0.00205589,0.0004258379,0.00001449002,0.000231133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0181726,"threshold_uncertainty_score":0.06598282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215312136331888,"score_gpt":0.3406530768585221,"score_spread":0.3191218632253333,"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."}}