{"id":"W2913684592","doi":"10.1182/blood-2018-99-117235","title":"Baseline PET-Derived Metabolic Tumor Volume Metrics Did Not Predict Outcomes in Follicular Lymphoma Patients Treated with First-Line Immunochemotherapy and Antibody Maintenance in the Phase III GALLIUM Study","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Alberta","funders":"","keywords":"Bendamustine; Medicine; Follicular lymphoma; Internal medicine; Rituximab; Lymphoma; Oncology; Nuclear 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":[0.001441759,0.0004285533,0.0007447954,0.0001459065,0.0002621746,0.0007057068,0.0005218959,0.0005005715,0.001063635],"category_scores_gemma":[0.00148699,0.000222644,0.00089279,0.0002591471,0.0004077574,0.000405595,0.0003608196,0.0008251269,0.0002030261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006065262,"about_ca_system_score_gemma":0.0006118048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221447,"about_ca_topic_score_gemma":0.001576924,"domain_scores_codex":[0.9995911,0.0002066938,0.00002399677,0.0000843178,0.00003917733,0.00005480734],"domain_scores_gemma":[0.9990901,0.0001676422,0.0002748788,0.0001152024,0.0000612379,0.0002909383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2870271,0.003432879,0.6756853,0.0001531043,0.002302699,0.0001749984,0.0002741679,0.0007125107,0.009798935,0.0000854635,0.001169324,0.01918354],"study_design_scores_gemma":[0.03423227,0.06438559,0.8920282,0.00004452717,0.002342424,0.0004841256,0.0002011534,0.002077239,0.002276764,0.0002266808,0.001669725,0.00003130082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993019,0.0001619467,0.00006806065,0.00004049583,0.000006615095,0.00006360968,0.0002001475,0.00000300241,0.0001541159],"genre_scores_gemma":[0.9992704,0.00003837203,0.0000721389,0.00005999713,0.00001025788,0.00005674935,0.0004038707,0.00000175582,0.00008644013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001441759,"threshold_uncertainty_score":0.007624865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031813004800029,"score_gpt":0.2672494228489772,"score_spread":0.2569312928009769,"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."}}