{"id":"W2528899113","doi":"10.1016/j.clon.2016.09.006","title":"Management of Early-stage Hodgkin Lymphoma: A Practice Guideline","year":2016,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Grand River Hospital; McMaster University; Juravinski Hospital; Cancer Care Ontario; Princess Margaret Cancer Centre; Juravinski Cancer Centre; Northeast Cancer Centre","funders":"Cancer Care Ontario; National Cancer Research Institute","keywords":"Medicine; Guideline; Stage (stratigraphy); Lymphoma; Hodgkin lymphoma; Oncology; Intensive care medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001185101,0.0001412263,0.0006771116,0.00005265662,0.00002426202,0.000003156653,0.0001164434,0.0002308718,0.0003565871],"category_scores_gemma":[0.0008837637,0.00008077797,0.0002569722,0.0001183588,0.0002099317,0.00006739661,0.0001417275,0.0000545635,0.000453631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002714162,"about_ca_system_score_gemma":0.0002704558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007299225,"about_ca_topic_score_gemma":0.000005867543,"domain_scores_codex":[0.9977067,0.0002121723,0.001217557,0.0003780798,0.0002306374,0.0002548425],"domain_scores_gemma":[0.9968261,0.001765092,0.0004469005,0.0005076414,0.0002251592,0.0002291362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002253654,0.007869576,0.08405144,0.00004813043,0.000960687,0.003301206,0.00002652984,2.034885e-7,0.00003708778,0.006748782,0.02437235,0.8703303],"study_design_scores_gemma":[0.01531813,0.004766691,0.2718238,0.0001334953,0.0005618305,0.00006044665,0.0000938198,0.000003633448,0.0002183055,0.000127204,0.7068108,0.00008188889],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8231975,0.0006208156,0.0007666465,0.06467402,0.001112837,0.0009200206,0.00002608028,0.0001022051,0.1085799],"genre_scores_gemma":[0.9573605,0.002458948,0.02883166,0.004419321,0.0003228008,0.0000730939,0.000008214787,0.00002051669,0.006504944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8702484,"threshold_uncertainty_score":0.583066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08604856218510758,"score_gpt":0.4654914463950754,"score_spread":0.3794428842099678,"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."}}