{"id":"W2899435684","doi":"10.3747/co.25.4092","title":"Canadian Evidence-Based Guideline for the First-Line Treatment of Chronic Lymphocytic Leukemia","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre; Leukemia & Lymphoma Society of Canada; Queen Elizabeth II Health Sciences Centre; Dalhousie University; University of Toronto; McGill University; University of British Columbia; Jewish General Hospital; CancerCare Manitoba; Princess Margaret Cancer Centre; BC Cancer Agency; Foothills Medical Centre","funders":"H. Lundbeck A/S; CancerCare Manitoba Foundation; AstraZeneca; Celgene; Gilead Sciences; Research Manitoba; Pfizer","keywords":"Guideline; Chronic lymphocytic leukemia; Medicine; Front line; Family medicine; First line treatment; Leukemia; Intensive care medicine; Immunology; Pathology; Internal medicine; Chemotherapy; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005973639,0.0002572665,0.0005890253,0.0002458183,0.0002306093,0.00001199419,0.0003329623,0.0001944515,0.0006257663],"category_scores_gemma":[0.0007644495,0.00016434,0.0002491397,0.0003628428,0.0006126018,0.00004854252,0.00004585471,0.000113138,0.0001317573],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3577668,"about_ca_system_score_gemma":0.2139715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08767787,"about_ca_topic_score_gemma":0.212528,"domain_scores_codex":[0.9976776,0.00006571064,0.0006995865,0.0004364846,0.0003323808,0.0007882455],"domain_scores_gemma":[0.9964613,0.001401249,0.0001871871,0.0008403738,0.0007133777,0.0003964864],"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":[0.002736581,0.0004967355,0.0009598272,0.0008474853,0.0004216701,0.00009549827,0.0005828331,0.002037199,0.0004219777,0.0003316592,0.1201652,0.8709034],"study_design_scores_gemma":[0.01831243,0.008452949,0.00009409994,0.0002641465,0.0002732841,0.00006644634,0.00002393222,0.3382529,0.003397148,0.00003981795,0.6307166,0.0001062399],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6585377,0.2016872,0.02470875,0.0746615,0.01465913,0.0208655,0.0004696698,0.0004011297,0.004009394],"genre_scores_gemma":[0.9911124,0.003000035,0.000467811,0.0008523638,0.003280285,0.0005808499,0.00009196644,0.00004936852,0.0005649297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8707971,"threshold_uncertainty_score":0.9183974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2039667399764116,"score_gpt":0.456137416102449,"score_spread":0.2521706761260374,"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."}}