{"id":"W4379981156","doi":"10.1002/hon.3164_270","title":"Analysis of Real‐World Treatment Patterns and Outcomes Among Patients With Relapsed/Refractory Follicular Lymphoma Including POD24 Patients","year":2023,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Follicular lymphoma; Medicine; Internal medicine; Refractory (planetary science); Follicular phase; Demographics; Chemoimmunotherapy; Lymphoma; Oncology; Rituximab; Biology","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":[0.0001044578,0.0003158298,0.001566612,0.0005671286,0.0001033583,0.000009387068,0.00007355991,0.0002113772,0.00009971637],"category_scores_gemma":[0.00008600525,0.000178314,0.0002874199,0.0008905355,0.0001629857,0.000061108,0.0001213394,0.0000565849,0.00001775223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006011411,"about_ca_system_score_gemma":0.00006814577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009112738,"about_ca_topic_score_gemma":0.001115524,"domain_scores_codex":[0.9980394,0.0001274561,0.0005652844,0.0005229923,0.0003503876,0.000394507],"domain_scores_gemma":[0.9983029,0.0006441034,0.0003291765,0.0003484783,0.0001329315,0.0002424202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002903984,0.004816641,0.9817833,0.00003952289,0.002868087,0.0004224365,0.0002068837,0.000005881797,0.000001483088,0.0001854708,0.00007952695,0.009300355],"study_design_scores_gemma":[0.01056785,0.003858126,0.9814579,0.00005480582,0.003012886,0.000003540378,0.00007996456,0.00008057754,0.00007424044,0.00001873439,0.0006242841,0.0001670256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978578,0.00003220237,0.000003100808,0.0002033649,0.00007259136,0.0006524234,0.00006498985,0.000101856,0.001011689],"genre_scores_gemma":[0.9985416,0.0002776863,0.0001328041,0.0001781093,0.000009711785,0.0001936474,0.0004945704,0.00002021642,0.0001516689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01027745,"threshold_uncertainty_score":0.7271432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042104507205887,"score_gpt":0.3137852722243236,"score_spread":0.2833642271522647,"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."}}