{"id":"W4310090075","doi":"10.1182/blood-2022-165440","title":"Treatment Patterns and Outcomes in Adolescent and Young Adults with Nodular Lymphocyte Predominant Hodgkin Lymphoma: An Impact Cohort Population-Based Study","year":2022,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Institute for Clinical Evaluative Sciences; Princess Margaret Cancer Centre; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Lymphoma; Cohort; Young adult; Hodgkin lymphoma; Lymphocyte; Population; Cohort study; Immunology; Internal medicine; Oncology; Gerontology; Environmental health","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":[0.0006020794,0.0002670458,0.0003472399,0.001127092,0.0008992943,0.0009089646,0.0005980335,0.0003661252,0.001304758],"category_scores_gemma":[0.00168506,0.000338141,0.0005043285,0.002184587,0.0003647331,0.0005627482,0.0007733798,0.0005467187,0.0002629458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00266408,"about_ca_system_score_gemma":0.002018619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2524279,"about_ca_topic_score_gemma":0.3200721,"domain_scores_codex":[0.999428,0.00006072517,0.00006044437,0.0001358597,0.0001463279,0.0001687525],"domain_scores_gemma":[0.9988721,0.00007119918,0.0004258183,0.00009189788,0.0002457566,0.0002932129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000253285,0.00001923287,0.9993724,0.000004198159,0.00001642215,0.00003405599,0.0001148304,0.000008621434,0.00002877572,0.000008703269,0.0001054481,0.0002619778],"study_design_scores_gemma":[0.000008993961,0.00003695166,0.9991892,0.000008021572,0.00001776881,0.0000793552,0.0003677719,0.00005359966,0.00001364102,0.0000076431,0.0002147987,0.000002215734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972702,0.0001176143,0.00004620333,0.00004542841,0.000003231681,0.00005915982,0.002005443,0.000002294492,0.0004503928],"genre_scores_gemma":[0.9974058,0.0001731141,0.00008994556,0.00006506616,0.000008212525,0.000063885,0.00200898,0.000002524578,0.0001823785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2524279,"threshold_uncertainty_score":0.5019172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100118715834173,"score_gpt":0.2675673215569332,"score_spread":0.2565661343985915,"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."}}