{"id":"W4380080193","doi":"10.1002/hon.3163_108","title":"AVELUMAB MONOTHERAPY FOLLOWED BY A PET ADAPTED CHEMOTHERAPY APPROACH IN THE FIRST LINE TREATMENT OF CLASSICAL HODGKIN LYMPHOMA: INITIAL RESULTS FROM THE AVENUE WINDOW STUDY","year":2023,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Medicine; Avelumab; Internal medicine; Oncology; Clinical endpoint; Chemotherapy; Classical Hodgkin lymphoma; Lymphoma; Cancer; Hodgkin lymphoma; Nivolumab; Immunotherapy; Clinical trial","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":[0.0004382913,0.0003452745,0.001180466,0.00007370938,0.0001369704,0.00001795298,0.0002857126,0.0002531823,0.0000464692],"category_scores_gemma":[0.0001506177,0.0001600526,0.000271098,0.0005479365,0.0002520563,0.00002385766,0.00004745362,0.000136399,0.00004410537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003731116,"about_ca_system_score_gemma":0.0001828048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005083522,"about_ca_topic_score_gemma":0.000427865,"domain_scores_codex":[0.9972664,0.0005525432,0.0007691773,0.0005991072,0.0003846304,0.0004281692],"domain_scores_gemma":[0.9961402,0.002851347,0.0002491044,0.0006244718,0.00004401708,0.00009086616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04773566,0.2196558,0.4933957,0.00005309641,0.0032917,0.01698502,0.04640371,0.00006131193,0.0005066561,0.00122428,0.05767073,0.1130163],"study_design_scores_gemma":[0.1312446,0.02356182,0.7853059,0.00006415836,0.0004274386,0.0005454559,0.004533684,0.001156118,0.001028461,0.0003615489,0.0514214,0.0003494346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728113,0.0004195993,0.00001335116,0.02312693,0.00009274013,0.002289925,0.0001640257,0.00007772043,0.001004382],"genre_scores_gemma":[0.9959887,0.0005296058,0.0001950221,0.001615252,0.0001522712,0.00110304,0.0003320965,0.00002502383,0.00005896116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2919101,"threshold_uncertainty_score":0.6526755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06510614357631912,"score_gpt":0.343084202209099,"score_spread":0.2779780586327799,"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."}}