{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004804953,0.0002052348,0.0002912229,0.0002783402,0.0002658924,0.0004515447,0.0002023377,0.0003989428,0.001158503],"category_scores_gemma":[0.001702535,0.0001057071,0.0003168855,0.0002678564,0.0001509488,0.000366533,0.0003141272,0.0005543777,0.0002561192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002862017,"about_ca_system_score_gemma":0.000187787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009154942,"about_ca_topic_score_gemma":0.001264182,"domain_scores_codex":[0.9997811,0.00007427509,0.00001634771,0.00005811949,0.0000357615,0.00003448849],"domain_scores_gemma":[0.9990871,0.0002145457,0.000393299,0.00006534032,0.00007611445,0.0001636166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004320512,0.00005547853,0.995475,0.000004181376,0.00002455657,0.00008920094,0.00002235976,0.0001640534,0.0006044062,0.00002779926,0.0001258262,0.002975132],"study_design_scores_gemma":[0.00002734008,0.0007795718,0.9947351,0.000008597517,0.00006426658,0.001201495,0.00008565114,0.002081451,0.0003725101,0.0001322661,0.0005055524,0.000006258299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992169,0.000112827,0.0000940376,0.00003635867,0.000003314505,0.000007642611,0.00008857974,0.000003313867,0.000437002],"genre_scores_gemma":[0.999643,0.00002217975,0.00005354821,0.00001980585,0.000003472826,0.000003579841,0.0001706291,8.802814e-7,0.00008295015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001158503,"threshold_uncertainty_score":0.003875613,"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."}}