{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009077304,0.0001717573,0.0002822633,0.001097766,0.0003493125,0.000892813,0.0003962657,0.0003045015,0.0009957383],"category_scores_gemma":[0.003064693,0.0001424895,0.000308888,0.001624359,0.0002405284,0.0005204754,0.0005304812,0.0003116784,0.000224456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006268836,"about_ca_system_score_gemma":0.0003622216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003626551,"about_ca_topic_score_gemma":0.00479684,"domain_scores_codex":[0.9992788,0.0002216732,0.0001158976,0.0001608827,0.0001150543,0.0001076835],"domain_scores_gemma":[0.9969655,0.0004052655,0.001929293,0.0001857967,0.0002102728,0.0003039936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000116563,0.00001541458,0.9987391,0.000005737722,0.00002160802,0.00002942973,0.00002861342,0.0000410726,0.00006929453,0.000006765023,0.00006803971,0.000858491],"study_design_scores_gemma":[0.00000800106,0.00009815803,0.9988626,0.000004533296,0.00001634819,0.0002399993,0.0001687616,0.0002912448,0.00006557181,0.00001342918,0.0002275868,0.000003851903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989651,0.00008401248,0.00005021904,0.00002594066,0.000001690323,0.000008020286,0.0006822447,0.000002707251,0.0001800101],"genre_scores_gemma":[0.9989432,0.00003489735,0.00006465401,0.0000110476,0.000004912245,0.00001273215,0.0008898206,0.000001130256,0.00003779776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003626551,"threshold_uncertainty_score":0.00721091,"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."}}