{"id":"W4408207103","doi":"10.1007/s00520-025-09262-7","title":"Who is your ideal peer mentor? A qualitative study to identify cancer patient preferences for a digital peer support app","year":2025,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Nursing research; Medicine; Pain medicine; Peer review; Qualitative research; Ideal (ethics); Peer group; Nursing; Health informatics; Family medicine; Medical education; Public health; Social psychology; Psychology; Anesthesiology; Psychiatry","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":[0.01226249,0.0003614627,0.0004911253,0.0008094619,0.009540412,0.005060325,0.001651624,0.001748282,0.004490748],"category_scores_gemma":[0.03263838,0.0004903289,0.000411915,0.0007168207,0.004002475,0.004619292,0.005188034,0.004622577,0.0005093288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003448822,"about_ca_system_score_gemma":0.006719602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004502738,"about_ca_topic_score_gemma":0.01110953,"domain_scores_codex":[0.9861571,0.01028866,0.0004591077,0.0004859128,0.001064099,0.001545144],"domain_scores_gemma":[0.9635283,0.02505222,0.002276852,0.0005453025,0.00329925,0.005297952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007694652,0.0002233787,0.01208995,0.0002175747,0.00001302277,0.0008927218,0.9751475,0.00002513612,0.0006386549,0.0007669611,0.001901777,0.008006364],"study_design_scores_gemma":[0.000004547425,0.0000667827,0.001365168,0.00008809073,0.000005774649,0.0002755584,0.9932667,0.00004427394,0.0001327824,0.00008823686,0.00465,0.0000120784],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988386,0.0004086232,0.001364892,0.004902851,0.0001785298,0.0002568433,0.0001279471,0.00002002906,0.004354291],"genre_scores_gemma":[0.993373,0.0004186993,0.001004952,0.002143778,0.00003668039,0.0002192362,0.00005302285,0.00002535185,0.002725244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01226249,"threshold_uncertainty_score":0.06485105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2558745553908454,"score_gpt":0.5750886656445746,"score_spread":0.3192141102537293,"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."}}