{"id":"W2028261606","doi":"10.1007/s40265-013-0092-5","title":"The Optimal Management of Follicular Lymphoma: An Evolving Field","year":2013,"lang":"en","type":"review","venue":"Drugs","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Georgetown Hospital","funders":"Pharmacyclics; Genentech; Celgene; Teva Pharmaceutical Industries; American Society of Hematology","keywords":"Medicine; Follicular lymphoma; Rituximab; Chemoimmunotherapy; Radioimmunotherapy; Bendamustine; Oncology; Tolerability; Internal medicine; Lymphoma; Vincristine; Cyclophosphamide; Immunology; Chemotherapy; Adverse effect","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":[0.0001683827,0.0003069173,0.0009988975,0.00006050096,0.000101012,0.00004903904,0.0002298716,0.0001538544,0.000124594],"category_scores_gemma":[0.00001318169,0.000162095,0.0005511608,0.000141205,0.00003742278,0.00005388742,0.0001174241,0.00006311468,0.0001509278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934317,"about_ca_system_score_gemma":0.0001075118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001047867,"about_ca_topic_score_gemma":9.101823e-7,"domain_scores_codex":[0.998585,0.00006107702,0.0004635809,0.0003123247,0.0003150436,0.0002630092],"domain_scores_gemma":[0.9985904,0.0001945936,0.0002306292,0.0007996269,0.00006617571,0.0001185391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004227247,0.0002781868,0.00001145817,0.00511756,0.0009220085,0.00008644799,0.00004945355,1.102469e-7,2.606122e-8,0.0008118318,0.003849542,0.9888691],"study_design_scores_gemma":[0.0007740395,0.0001774367,0.00007988996,0.008162773,0.002713667,0.00003697607,0.0001397424,0.00001389494,0.00001044024,0.00001164072,0.9877285,0.0001510308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002007599,0.9894544,0.000005262988,0.00009716835,0.0001799123,0.001280025,0.000007088159,0.00002881539,0.008746538],"genre_scores_gemma":[0.0002662925,0.9962193,0.0008784439,0.0000563929,0.0001124281,0.0005447862,0.00007178171,0.00003720912,0.0018133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9887181,"threshold_uncertainty_score":0.6610042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02607585979887412,"score_gpt":0.3232757726585493,"score_spread":0.2971999128596752,"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."}}