{"id":"W4409721486","doi":"10.1200/op-24-00912","title":"Care Pathway– and Guideline-Consistent Care in Pediatric Cancer Symptom Management","year":2025,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Psychological intervention; Guideline; Intervention (counseling); Cancer; Care pathway; Clinical pathway; CpG site; Internal medicine; Health care; Psychiatry; 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":[0.008163446,0.0001874019,0.0002756662,0.0006942178,0.0005218917,0.0009359439,0.0007005525,0.0005713914,0.001600077],"category_scores_gemma":[0.04690253,0.0002490415,0.0006485648,0.001278902,0.0003860012,0.001040251,0.002042448,0.001017309,0.00008131707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002873284,"about_ca_system_score_gemma":0.007991574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634871,"about_ca_topic_score_gemma":0.02408559,"domain_scores_codex":[0.9822105,0.0101293,0.001773967,0.001541043,0.003158661,0.001186494],"domain_scores_gemma":[0.9721066,0.009558787,0.01238434,0.000864055,0.002615888,0.002470386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003859834,0.0005296133,0.8979216,0.0007011641,0.0002019337,0.00008030912,0.000903688,0.0005829136,0.0002222678,0.000299896,0.00162973,0.09654102],"study_design_scores_gemma":[0.000298802,0.001768303,0.9891295,0.0007298343,0.0001288565,0.0003734872,0.001781972,0.001539149,0.0003488895,0.0003092611,0.0035692,0.00002254787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906946,0.002555461,0.001305654,0.002049722,0.00006084022,0.0005918006,0.0006983937,0.00005424045,0.001989255],"genre_scores_gemma":[0.9953317,0.0005335754,0.00282234,0.0004421306,0.00001864634,0.0003280573,0.0004293763,0.00000575129,0.0000884101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01634871,"threshold_uncertainty_score":0.04317296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0716969473253367,"score_gpt":0.5062087299558747,"score_spread":0.434511782630538,"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."}}