{"id":"W3213194096","doi":"10.1182/blood-2021-145883","title":"Event-Free and Overall Survival in over 6,000 Patients Treated with Frontline Immunochemotherapy for Follicular Lymphoma between 2002-2018: First Report from the International FLIPI24 Consortium","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Princess Margaret Cancer Centre; Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Follicular lymphoma; Medicine; Event (particle physics); Internal medicine; Oncology; Lymphoma","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":[0.002446239,0.0003026928,0.0005834989,0.0009164478,0.0002995849,0.0009012067,0.0006084342,0.0004565226,0.0005593725],"category_scores_gemma":[0.004200931,0.0002724566,0.0007860232,0.001755727,0.000211826,0.0005800221,0.0007281146,0.0005377146,0.0001736527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009222636,"about_ca_system_score_gemma":0.0006667077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005744359,"about_ca_topic_score_gemma":0.005969701,"domain_scores_codex":[0.9988627,0.0003197,0.0001327293,0.0003241179,0.0002335195,0.0001271879],"domain_scores_gemma":[0.995282,0.0008064524,0.002334006,0.0004334559,0.0005722412,0.0005717982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006408473,0.00004419346,0.9937246,0.00002631267,0.0003432746,0.00006102409,0.00007556505,0.0001797965,0.000096099,0.00001691181,0.0007471736,0.004044116],"study_design_scores_gemma":[0.00006993507,0.0001528133,0.9980586,0.00001789601,0.0001941909,0.0001869859,0.00007817163,0.0003278592,0.00007431292,0.0000260479,0.0008049527,0.00000808642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936261,0.0007804077,0.0002164929,0.0001186413,0.00001066805,0.00002274941,0.004820526,0.00001469509,0.0003896571],"genre_scores_gemma":[0.991249,0.0003325292,0.0001218427,0.00008922119,0.00004559786,0.000040905,0.00797525,0.000007288389,0.0001383677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005744359,"threshold_uncertainty_score":0.01293707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108355837902275,"score_gpt":0.2369471744649472,"score_spread":0.2258636160859245,"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."}}