{"id":"W3194397741","doi":"10.1182/bloodadvances.2021004375","title":"Outcome of limited-stage nodular lymphocyte-predominant Hodgkin lymphoma and the impact of a PET-adapted approach","year":2021,"lang":"en","type":"article","venue":"Blood Advances","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC","funders":"","keywords":"ABVD; Dacarbazine; Vinblastine; Medicine; Bleomycin; Stage (stratigraphy); Nuclear medicine; Positron emission tomography; Chemotherapy; Radiation therapy; Lymphoma; Oncology; Vincristine; Hodgkin's lymphoma; Internal medicine; Radiology; Cyclophosphamide","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001920997,0.0002359844,0.0008330276,0.00007033845,0.00005776094,0.00001408481,0.0001002472,0.00004823896,0.00004852848],"category_scores_gemma":[0.0002128306,0.0001275274,0.0003493067,0.0002808106,0.0002788523,0.00008758991,0.00008765799,0.00003710682,0.000001987421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007205726,"about_ca_system_score_gemma":0.0002284556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004093678,"about_ca_topic_score_gemma":0.00001680441,"domain_scores_codex":[0.9985516,0.00009859919,0.0004877399,0.0003255118,0.000301459,0.0002350961],"domain_scores_gemma":[0.9986933,0.0002657151,0.0002615875,0.0005119517,0.00015889,0.0001085692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002123661,0.005887541,0.948314,0.0006881076,0.002036278,0.0007953761,0.000793135,0.0002186974,0.004434083,0.00326504,0.0000498948,0.03139426],"study_design_scores_gemma":[0.07577863,0.001358982,0.7964138,0.0004150774,0.002042378,0.001812842,0.001673559,0.002012563,0.1157269,0.0002114239,0.002161493,0.0003923014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625051,0.03406891,0.0000333072,0.0001327543,0.00004259381,0.0004229492,0.00008155858,0.00002005962,0.002692774],"genre_scores_gemma":[0.9932727,0.003320863,0.002860352,0.00006002721,0.00003735922,0.00005392795,0.00003225768,0.0000200259,0.0003424636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1519001,"threshold_uncertainty_score":0.5200415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675286529882216,"score_gpt":0.2905401237329178,"score_spread":0.2737872584340957,"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."}}