{"id":"W4411456019","doi":"10.1016/j.soncn.2025.151902","title":"Symptom Science in Pediatric Oncology","year":2025,"lang":"en","type":"article","venue":"Seminars in Oncology Nursing","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"Children's National Hospital","keywords":"Medicine; Milestone; Clinical trial; Quality of life (healthcare); MEDLINE; Tolerability; Clinical Practice; Pediatric oncology; Oncology nursing; Intensive care medicine; Family medicine; Alternative medicine; Internal medicine; Cancer; Nursing; Pathology","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":[0.001119455,0.0001573887,0.0002615621,0.0007806855,0.0008340449,0.001195634,0.0004161976,0.0007871583,0.006794001],"category_scores_gemma":[0.005405521,0.0001155063,0.0001839616,0.0006584476,0.001335302,0.001275121,0.00114133,0.002469433,0.000379574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002151558,"about_ca_system_score_gemma":0.003926625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002637058,"about_ca_topic_score_gemma":0.005171167,"domain_scores_codex":[0.9996461,0.0001790439,0.0000231601,0.00002026036,0.00007139645,0.00006007558],"domain_scores_gemma":[0.9984586,0.000836732,0.0001290892,0.00002494901,0.0001432046,0.0004074287],"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":[0.00009715532,0.0006749089,0.05969101,0.001754359,0.00003122914,0.002464332,0.01605517,0.0006558954,0.00117529,0.04279667,0.205816,0.6687879],"study_design_scores_gemma":[0.00009377822,0.0005930454,0.2196037,0.005177473,0.00005402034,0.01219272,0.04591737,0.0007131206,0.0007840404,0.05547931,0.6593355,0.00005582238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1281095,0.4089926,0.002560931,0.2969129,0.008362387,0.0001137376,0.0001675602,0.0000823891,0.154698],"genre_scores_gemma":[0.6590447,0.2890459,0.003620539,0.02238001,0.006619699,0.0002569016,0.0001434354,0.00005105715,0.01883776],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006794001,"threshold_uncertainty_score":0.0227282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043667075425876,"score_gpt":0.405699045539042,"score_spread":0.3852623747847832,"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."}}