{"id":"W4408738577","doi":"10.1002/pbc.31687","title":"Current Treatment Strategies and Supportive Care Practices in the Care of Children and Adolescents With Mature B‐Cell Non‐Hodgkin Lymphoma: A Survey of Children's Oncology Group Institutions","year":2025,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Cog; Lymphoma; Hodgkin lymphoma; Oncology; Internal medicine; Family medicine","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":[0.001349394,0.00009018007,0.0002271954,0.0008745289,0.000396609,0.0006218306,0.000362237,0.0002906983,0.001055167],"category_scores_gemma":[0.005684144,0.000143267,0.0002554705,0.001289901,0.0004536034,0.0006493977,0.000752872,0.0004130036,0.0001223767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252586,"about_ca_system_score_gemma":0.001439179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01922082,"about_ca_topic_score_gemma":0.03605538,"domain_scores_codex":[0.9985909,0.000313849,0.0003190496,0.0001484576,0.0004155013,0.0002123143],"domain_scores_gemma":[0.9926534,0.001216014,0.004302548,0.0001441049,0.0007172045,0.0009666295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001470118,0.00001629363,0.9960073,0.00002659865,0.00001322576,0.00003865072,0.0007106045,0.00004309465,0.00008503698,0.00003592064,0.0002324029,0.00277629],"study_design_scores_gemma":[0.000002159377,0.00006498247,0.9950054,0.00004114951,0.000007636027,0.0002853742,0.003462233,0.00007265159,0.00005748234,0.0000117612,0.00098562,0.000003640268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973797,0.0007313053,0.00005143028,0.0003502332,0.000004285029,0.00002019956,0.0004686656,0.000004905862,0.0009892],"genre_scores_gemma":[0.9984362,0.0008308141,0.0001666729,0.0001244582,0.000004332993,0.0000197681,0.0002926568,0.00000243071,0.0001227951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01922082,"threshold_uncertainty_score":0.0382179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511684578994497,"score_gpt":0.318748492705669,"score_spread":0.303631646915724,"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."}}