{"id":"W4407729516","doi":"10.1002/pon.70104","title":"Patient and Family Caregiver Perspectives on Therapy De‐Escalation in Cancer: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Hospital for Sick Children; University of Toronto","funders":"Sickkids Research Institute; Hospital for Sick Children; Childhood Cancer Canada; University of Toronto; Oncology Nursing Foundation; Registered Nurses' Association of Ontario","keywords":"CINAHL; PsycINFO; Medicine; MEDLINE; Quality of life (healthcare); Family caregivers; Qualitative research; Cancer; Family therapy; Family medicine; Nursing; Psychotherapist; Psychology; Psychiatry; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002787384,0.0003282211,0.001964364,0.0002995282,0.00003886101,0.000008952456,0.00008702221,0.0003827534,0.0001070199],"category_scores_gemma":[0.00006304376,0.0002634537,0.0002622015,0.0004744522,0.00006871813,0.00002597884,0.00002920224,0.0005524862,0.000006302429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001517248,"about_ca_system_score_gemma":0.001861156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006579967,"about_ca_topic_score_gemma":0.001047394,"domain_scores_codex":[0.9979953,0.0004499734,0.0005123155,0.000600888,0.0001671082,0.0002743982],"domain_scores_gemma":[0.9988806,0.0003366832,0.0002596268,0.0003262389,0.00009678162,0.0001000874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008398268,0.0001214678,0.00004888434,0.06167686,0.00007943088,0.00002468295,0.008516334,9.83941e-8,3.925847e-7,0.0000321052,0.00101575,0.9284],"study_design_scores_gemma":[0.0005604929,0.0005345719,0.00004153186,0.3806899,0.000260054,0.00001838059,0.001859944,3.422006e-7,2.043545e-7,0.000007624946,0.6158712,0.0001556929],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001686727,0.9867942,0.000007073548,0.0007399264,0.0007738395,0.002919534,0.00002408292,0.00002945954,0.008543209],"genre_scores_gemma":[0.00008703354,0.9959338,0.00002469686,0.002247192,0.0002079584,0.001331762,0.00003235673,0.00002991294,0.0001052301],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9282443,"threshold_uncertainty_score":0.9999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06448119048219311,"score_gpt":0.449793215882779,"score_spread":0.3853120254005858,"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."}}