{"id":"W2476563847","doi":"10.1182/blood.v126.23.333.333","title":"A Clinicogenetic Risk Model (m7-FLIPI) Prospectively Identifies One-Half of Patients with Early Disease Progression of Follicular Lymphoma after First-Line Immunochemotherapy","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"RNA modifications and cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Internal medicine; Follicular lymphoma; International Prognostic Index; Oncology; Clinical endpoint; Progression-free survival; Surgery; Clinical trial; Rituximab; Lymphoma; Overall survival","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":[0.0001042445,0.0001477856,0.0001830758,0.00003605733,0.00003730555,0.00001365543,0.000157724,0.00008219768,0.000004064531],"category_scores_gemma":[0.00003682817,0.0001183513,0.00009964497,0.00009244188,0.0001164623,0.000008200659,0.00005547558,0.00003261047,0.000001298428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001010572,"about_ca_system_score_gemma":0.0001508016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000379061,"about_ca_topic_score_gemma":0.00002092741,"domain_scores_codex":[0.9989584,0.00003597169,0.0002918884,0.0003105434,0.0002541526,0.0001490221],"domain_scores_gemma":[0.9986953,0.000003887494,0.0002850486,0.0005049449,0.0004067153,0.000104163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003124147,0.004014011,0.9687437,0.00008373646,0.000329448,0.000001427451,0.0003175771,0.0005473201,0.0198013,0.00001411113,0.00002073148,0.003002492],"study_design_scores_gemma":[0.008827661,0.001597034,0.8084738,0.0001186239,0.0003152794,5.284683e-7,0.00002132594,0.0003487395,0.1794996,0.0003168705,0.0002029182,0.0002776338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949881,0.00287874,0.001433518,0.000018513,0.00002551924,0.0004740074,0.0001487457,0.00000701043,0.0000258137],"genre_scores_gemma":[0.9979235,0.0002839752,0.001390455,0.00001524284,0.00004115573,0.0001758723,0.00005902778,0.00002920865,0.00008154081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1602699,"threshold_uncertainty_score":0.4826227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078275426284124,"score_gpt":0.2458556151897297,"score_spread":0.2350728609268884,"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."}}