{"id":"W4412596806","doi":"10.1007/s00520-025-09742-w","title":"Management of fatigue in children with cancer: a survey of pediatric hematology-oncology professionals’ knowledge, attitudes, and practices in the United States and Canada","year":2025,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto; Alberta Children's Hospital; Research Institute in Oncology and Hematology; University of Manitoba; Queen's University; University of Calgary; CancerCare Manitoba","funders":"","keywords":"Medicine; Pediatric oncology; Nursing research; Pain medicine; Family medicine; Hematology; Cancer; Internal medicine; Anesthesiology; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005832593,0.0001249128,0.0002584311,0.0006956917,0.001000509,0.0008195107,0.0004811168,0.0003430911,0.001097852],"category_scores_gemma":[0.002611394,0.0002033719,0.0003749001,0.001589799,0.0005770356,0.0003677362,0.0006099946,0.0006781992,0.000104637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006543616,"about_ca_system_score_gemma":0.007990968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8756731,"about_ca_topic_score_gemma":0.942454,"domain_scores_codex":[0.9992855,0.00007488021,0.00007539916,0.00005068316,0.0002732018,0.0002403357],"domain_scores_gemma":[0.9978483,0.0002106835,0.0007170098,0.00002658223,0.0006158405,0.0005816587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009247223,0.00003037993,0.9957075,0.00001843938,0.00001187167,0.00005160797,0.002189004,0.00001876103,0.00005242588,0.00002009127,0.0003304836,0.001560153],"study_design_scores_gemma":[0.000001539839,0.00001424594,0.9948768,0.00002284176,0.000004449972,0.00004891561,0.004611633,0.00003298908,0.00001738304,0.000003498584,0.0003634384,0.000002417466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974318,0.0003032785,0.00001619801,0.0002732317,0.000005574438,0.00001785599,0.0005110377,0.000001761057,0.001439261],"genre_scores_gemma":[0.9985868,0.0005524892,0.00005803058,0.0001702084,0.000003510124,0.00001350234,0.0003049448,0.000001751252,0.0003089227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1243269,"threshold_uncertainty_score":0.2501182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0422595187852397,"score_gpt":0.4211699397298726,"score_spread":0.3789104209446329,"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."}}