{"id":"W4379981760","doi":"10.1002/hon.3165_523","title":"THE LOW‐RISK EARLY‐STAGE HODGKIN LYMPHOMA PATIENTS WITH INADEQUATE RESPONSE TO CHEMOTHERAPY. THE PRELIMINARY EXPERIENCE FROM THE RAFTING TRIAL","year":2023,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"ABVD; Medicine; Stage (stratigraphy); Radiation therapy; Internal medicine; Dacarbazine; Chemotherapy; Oncology; Surgery; Vincristine; 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":[0.0008851906,0.000263736,0.0005101681,0.00003456162,0.0007304034,0.0000581883,0.0004069623,0.0001957209,0.00007172683],"category_scores_gemma":[0.001584188,0.00009359662,0.000143456,0.000457526,0.0003676467,0.00003903957,0.0002317604,0.000186215,0.0002646933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380746,"about_ca_system_score_gemma":0.0001946838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002851236,"about_ca_topic_score_gemma":0.00004886651,"domain_scores_codex":[0.9971172,0.0009613713,0.0004490483,0.0004809219,0.0004341222,0.0005573153],"domain_scores_gemma":[0.9906312,0.008184016,0.0002403423,0.0006963718,0.0000831072,0.0001650159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4543871,0.002673867,0.3613594,0.00001000384,0.0004090996,0.001309244,0.01327946,0.00001790705,0.00007195149,0.000446689,0.007074204,0.1589611],"study_design_scores_gemma":[0.03855954,0.008298671,0.9180866,0.00005204623,0.00008931912,0.00002927293,0.001938095,0.00006935096,0.000633848,0.0001001212,0.03199731,0.0001457823],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972957,0.0001394786,0.00001751892,0.02415961,0.0002649257,0.00215507,0.00002166918,0.0001244546,0.0001602629],"genre_scores_gemma":[0.994832,0.0001447871,0.0001550542,0.003060438,0.0001237404,0.00136192,0.00001547049,0.00002456827,0.0002820649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5567272,"threshold_uncertainty_score":0.5617747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02393052133990705,"score_gpt":0.3082493475796885,"score_spread":0.2843188262397815,"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."}}