{"id":"W2327847401","doi":"10.1158/1538-7445.am2012-lb-52","title":"Abstract LB-52: Relentless in the fight against blood cancer: the Leukemia & Lymphoma Society","year":2012,"lang":"en","type":"article","venue":"Cancer Research","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Leukemia; Lymphoma; Disease; Multiple myeloma; Quality of life (healthcare); Family medicine; Internal medicine; Oncology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004104363,0.000882149,0.000602258,0.001413832,0.003038214,0.009167808,0.001114369,0.007140764,0.1121774],"category_scores_gemma":[0.007008729,0.0003629129,0.0006952533,0.0006780147,0.001754468,0.003775237,0.004103833,0.009963484,0.06398028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003929417,"about_ca_system_score_gemma":0.01001476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005777994,"about_ca_topic_score_gemma":0.01068328,"domain_scores_codex":[0.9965203,0.0006620095,0.0002084188,0.0004525865,0.001429515,0.000727191],"domain_scores_gemma":[0.9870167,0.0007822227,0.0003585791,0.0004124673,0.003795973,0.007633896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009547852,0.0000108113,0.0001511303,0.00002303264,0.000001354437,0.00002091801,0.00001520377,0.000004481685,0.00007069145,0.0007944215,0.9855639,0.01333466],"study_design_scores_gemma":[0.00001172143,0.00001801158,0.0005666536,0.0001334266,0.000003579666,0.00007040067,0.00007689527,0.00001222322,0.000062965,0.000404236,0.9986336,0.000006314621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001045961,0.02748959,0.0003701914,0.756334,0.1138768,0.00005165556,0.0006332561,0.0004808823,0.09971762],"genre_scores_gemma":[0.01374378,0.03187517,0.0007703152,0.3609938,0.08892335,0.00009305613,0.001192198,0.0003879885,0.5020204],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1121774,"threshold_uncertainty_score":0.3752707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072272364414515,"score_gpt":0.4226506969041498,"score_spread":0.3154234604626983,"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."}}