{"id":"W4393201929","doi":"10.1200/jco.23.01655","title":"International Prognostic Score for Nodular Lymphocyte–Predominant Hodgkin Lymphoma","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Rituximab; Internal medicine; Oncology; Radiation therapy; Lymphoma; Hazard ratio; Proportional hazards model; Stage (stratigraphy); Hodgkin lymphoma; Gastroenterology","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":[0.001048291,0.0005107112,0.0003188438,0.00115426,0.0002315996,0.0003704341,0.0004570778,0.0002368196,0.003468992],"category_scores_gemma":[0.002295183,0.0000829335,0.000339311,0.001006522,0.0001973662,0.0003715673,0.0005228466,0.0004327437,0.0007771168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216432,"about_ca_system_score_gemma":0.0003511512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001172471,"about_ca_topic_score_gemma":0.001299144,"domain_scores_codex":[0.9996263,0.0001111947,0.00004748756,0.00006196966,0.00008589403,0.00006710071],"domain_scores_gemma":[0.9987257,0.0001667607,0.0006637898,0.00007204562,0.0001489637,0.0002227371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001498746,0.00001377094,0.9927729,0.00001664965,0.00004607708,0.00006311326,0.00001434503,0.0001651634,0.00012283,0.00006072114,0.0009803283,0.005594288],"study_design_scores_gemma":[0.00005993773,0.0001323096,0.9926144,0.00002194821,0.00007690926,0.001151859,0.00005220234,0.002362631,0.0001415322,0.0003733714,0.003003835,0.00000907608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855893,0.002058846,0.001560828,0.0005953513,0.00009614349,0.0000788269,0.004732039,0.00009812702,0.005190506],"genre_scores_gemma":[0.9935644,0.0002538963,0.00109366,0.00005419769,0.0000667316,0.0000549856,0.004155656,0.00000787333,0.0007485226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003468992,"threshold_uncertainty_score":0.01160491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277191329791658,"score_gpt":0.47341353432658,"score_spread":0.3456944013474142,"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."}}