{"id":"W4313575102","doi":"10.1016/j.leukres.2023.107016","title":"Canadian evidence-based guideline for frontline treatment of chronic lymphocytic leukemia: 2022 update","year":2023,"lang":"en","type":"review","venue":"Leukemia Research","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University; University of Toronto; Princess Margaret Cancer Centre; Foothills Medical Centre; Ottawa Hospital; Spinal Cord Injury BC; Jewish General Hospital; CancerCare Manitoba","funders":"","keywords":"Guideline; Chronic lymphocytic leukemia; Front line; Medicine; First line treatment; Leukemia; Family medicine; Intensive care medicine; Internal medicine; Political science; Pathology; 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":[0.003553275,0.001585967,0.00333512,0.009264782,0.0009547154,0.002566482,0.003945216,0.003262721,0.01410824],"category_scores_gemma":[0.01226652,0.0006304597,0.004985387,0.01000318,0.0006680233,0.001611985,0.001147852,0.002932387,0.004382166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01111078,"about_ca_system_score_gemma":0.04621491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1644215,"about_ca_topic_score_gemma":0.315713,"domain_scores_codex":[0.9967945,0.0006615775,0.0006915556,0.0001838324,0.00146235,0.000206133],"domain_scores_gemma":[0.993223,0.001504609,0.0008042132,0.00009828476,0.004119775,0.0002501831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001712748,0.00004948494,0.0003631391,0.1291502,0.0007687858,0.0002261904,0.0001539764,0.0005288322,0.0003399888,0.003680272,0.5003209,0.3642469],"study_design_scores_gemma":[0.0001683991,0.00002779134,0.001168245,0.1324948,0.001975677,0.0003685408,0.00005116556,0.000130705,0.00009981843,0.001229116,0.8622501,0.00003560694],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001290324,0.978466,0.0005900122,0.006313493,0.001791852,0.0004958919,0.003893042,0.00008093908,0.008239768],"genre_scores_gemma":[0.001581961,0.9806061,0.004090726,0.004977573,0.0004082337,0.0004448354,0.004641082,0.00002638271,0.003223101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8355785,"threshold_uncertainty_score":0.3269289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2859934808552033,"score_gpt":0.4870013660591586,"score_spread":0.2010078852039552,"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."}}