{"id":"W4409874725","doi":"10.1007/s00520-025-09381-1","title":"Patient-partner support for breast cancer survivors: a cross-sectional comparative study assessing the effects on emotional distress, coping, perceived control, and perceived social support","year":2025,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Breast cancer; Social support; Cross-sectional study; Coping (psychology); Pain medicine; Emotional distress; Nursing research; Distress; Perceived control; Clinical psychology; Emotional support; Cancer; Psychiatry; Nursing; Psychotherapist; Internal medicine; Anxiety; Psychology; Developmental 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":[0.0008825475,0.0002343538,0.0003652977,0.0004610213,0.0007498987,0.0005687154,0.0001998326,0.00060046,0.001609319],"category_scores_gemma":[0.002910889,0.0003386595,0.0003479699,0.0005964058,0.0002405814,0.0005932901,0.000457833,0.0006635525,0.0002197949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002153067,"about_ca_system_score_gemma":0.0002976754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577565,"about_ca_topic_score_gemma":0.004855578,"domain_scores_codex":[0.999577,0.0002010669,0.00003800419,0.00003972782,0.00007212147,0.00007216758],"domain_scores_gemma":[0.9988542,0.0003346876,0.0002981623,0.00004791585,0.0001137258,0.0003513187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006487006,0.001465847,0.9918318,0.00003344708,0.0001567124,0.0002015392,0.001866733,0.00003148218,0.0005412751,0.00001404164,0.00008125514,0.003127234],"study_design_scores_gemma":[0.00004875088,0.00241249,0.9928901,0.000009609786,0.0001011703,0.000335451,0.003779251,0.00008232171,0.0001193139,0.0000108035,0.0002028043,0.000007843069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997156,0.00007480485,0.00001317321,0.0000130722,0.00000268969,0.000008230445,0.00004036427,5.559305e-7,0.0001314075],"genre_scores_gemma":[0.99958,0.0001168545,0.00003615566,0.00004151482,0.000004817694,0.00001626722,0.00008542719,5.810309e-7,0.0001186201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002577565,"threshold_uncertainty_score":0.00538373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555654843832917,"score_gpt":0.3894154817911601,"score_spread":0.3638589333528309,"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."}}