{"id":"W4403622159","doi":"10.58931/cht.2024.3150","title":"Maintenance Therapy for CD20+ Indolent Lymphoma: Who Should Receive Maintenance?","year":2024,"lang":"en","type":"article","venue":"Canadian Hematology Today","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Maintenance therapy; Medicine; Lymphoma; CD20; Oncology; Intensive care medicine; Internal medicine; Medical physics; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002569146,0.0001957788,0.001542813,0.0004456621,0.000433047,0.001426411,0.00103397,0.001372799,0.003876418],"category_scores_gemma":[0.006387147,0.0001283401,0.0005717744,0.0007964734,0.0007480148,0.001515592,0.0003138234,0.002190673,0.0007470798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002889141,"about_ca_system_score_gemma":0.00524029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02885813,"about_ca_topic_score_gemma":0.09058797,"domain_scores_codex":[0.9993103,0.0002030902,0.0001340584,0.00009007752,0.0001843142,0.00007824026],"domain_scores_gemma":[0.996906,0.001518869,0.0004458109,0.00006860559,0.0008209858,0.0002398624],"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":[0.001108931,0.00006333133,0.00224356,0.01371872,0.0002801428,0.0001555309,0.0002658812,0.0001326858,0.0007057554,0.00344491,0.06342379,0.9144568],"study_design_scores_gemma":[0.0008992805,0.0004778585,0.0103791,0.04247484,0.00116301,0.0008265758,0.0005621543,0.0001626739,0.0004150954,0.004178676,0.9384063,0.00005448498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001559297,0.9726901,0.0001294168,0.02238959,0.0005938298,0.00001591326,0.00008832285,0.000006506631,0.002527012],"genre_scores_gemma":[0.03758434,0.933955,0.001163714,0.02202513,0.003080821,0.00006462693,0.0002923886,0.00001428827,0.001819744],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02885813,"threshold_uncertainty_score":0.05738032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888856460784047,"score_gpt":0.2892735946245331,"score_spread":0.2603850300166927,"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."}}