{"id":"W2110859080","doi":"10.1634/theoncologist.2012-0228","title":"The Case for Chemotherapy Alone for Limited-Stage Hodgkin's Lymphoma","year":2012,"lang":"en","type":"article","venue":"The Oncologist","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Hodgkin lymphoma; Lymphoma; Chemotherapy; Stage (stratigraphy); Oncology; Disease; Radiation therapy; Internal 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":[0.008088674,0.0003911773,0.00148759,0.0008677102,0.002638531,0.002872221,0.001611805,0.01062959,0.01852359],"category_scores_gemma":[0.032097,0.0004648113,0.002377234,0.0009175976,0.004325819,0.006749377,0.001666964,0.01391861,0.003382177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577345,"about_ca_system_score_gemma":0.003745755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666514,"about_ca_topic_score_gemma":0.004197581,"domain_scores_codex":[0.995989,0.00166164,0.0004827989,0.0006070139,0.0007535974,0.0005059284],"domain_scores_gemma":[0.9766926,0.01605228,0.001711763,0.001985099,0.001821614,0.001736657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002751811,0.0002778017,0.03097243,0.003295922,0.0008289286,0.08688929,0.001200276,0.0007368225,0.003297466,0.1667496,0.373295,0.3297046],"study_design_scores_gemma":[0.000368305,0.0005460134,0.009190075,0.004153078,0.0005441879,0.1218842,0.001537769,0.0008052887,0.001249137,0.1138179,0.7457509,0.0001532109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01184929,0.07408492,0.006155985,0.8224137,0.02151454,0.0001129244,0.0001835113,0.0001378841,0.06354722],"genre_scores_gemma":[0.243795,0.05279471,0.01455549,0.4940769,0.1646356,0.0002474177,0.0002347298,0.0003353338,0.02932493],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01852359,"threshold_uncertainty_score":0.06196755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05237129043345985,"score_gpt":0.3465056750231264,"score_spread":0.2941343845896666,"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."}}