{"id":"W2994327538","doi":"10.1007/s00520-019-05195-0","title":"Psychosocial difficulties identified by health care providers as they predict pain-related quality of life in children with cancer","year":2019,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; B.C. Women's Hospital & Health Centre; Hospital for Sick Children","funders":"Canadian Cancer Society Research Institute","keywords":"Medicine; Psychosocial; Pain medicine; Nursing research; Quality of life (healthcare); Cancer; Family medicine; Health care; Cancer pain; Nursing; Gerontology; Psychiatry; Anesthesiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064607,0.0002147343,0.0002863382,0.0008323182,0.0005399645,0.0007807379,0.0002615444,0.0004730251,0.001589553],"category_scores_gemma":[0.007234339,0.0002036696,0.0005054534,0.0009380669,0.0004654162,0.0005400561,0.0007870833,0.0009116251,0.00007862046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000809098,"about_ca_system_score_gemma":0.0009258403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01893949,"about_ca_topic_score_gemma":0.04553111,"domain_scores_codex":[0.9993611,0.0001728136,0.00006981815,0.0000438784,0.0001382548,0.0002140794],"domain_scores_gemma":[0.9965044,0.0008214295,0.001829381,0.00004916672,0.0002387942,0.0005568012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001083823,0.00002337987,0.9988146,0.000008715607,0.00001546462,0.00005675247,0.0003611215,0.00001875334,0.00003903759,0.000009854842,0.00004910346,0.0005923951],"study_design_scores_gemma":[0.000001355389,0.00002545222,0.9977778,0.00001367398,0.000009598283,0.0001172752,0.001896135,0.00004854467,0.00002234204,0.000007659691,0.00007823972,0.000001997195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988478,0.0002896652,0.00002100296,0.0001124913,0.000008622598,0.000009654043,0.0001530732,8.770148e-7,0.0005567545],"genre_scores_gemma":[0.9994557,0.000164602,0.00006296871,0.00003525128,0.000007038888,0.000008638393,0.0001667887,8.928636e-7,0.00009817764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01893949,"threshold_uncertainty_score":0.03765851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732426672440601,"score_gpt":0.3465491308420773,"score_spread":0.3292248641176713,"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."}}