{"id":"W4383375588","doi":"10.3390/curroncol30070472","title":"Clinical Outcomes in a Large Canadian Centralized CLL Clinic Based on Treatment and Molecular Factors over a Decade","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; Research Institute in Oncology and Hematology; University of Manitoba","funders":"Janssen Pharmaceuticals; Research Manitoba","keywords":"Medicine; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008279139,0.000447614,0.000496195,0.001359849,0.003101921,0.001685661,0.001261604,0.0005482156,0.002017583],"category_scores_gemma":[0.002514043,0.000383279,0.0004980578,0.004447052,0.001232629,0.0004192861,0.001212762,0.0008368252,0.0003465987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04939207,"about_ca_system_score_gemma":0.0445964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9783942,"about_ca_topic_score_gemma":0.9888391,"domain_scores_codex":[0.9978472,0.0001193857,0.00008071838,0.0004236892,0.0007979431,0.0007310308],"domain_scores_gemma":[0.9955667,0.000161453,0.0008863399,0.0001594729,0.001679405,0.00154668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002115129,0.00005110302,0.9878401,0.00003386606,0.00007800004,0.0001736881,0.0005059793,0.000350005,0.0003803081,0.0001212589,0.003128354,0.007125741],"study_design_scores_gemma":[0.00003426445,0.00009522177,0.9963297,0.00003734604,0.00005548234,0.000281621,0.0008681,0.000405967,0.0001031868,0.00003515108,0.001726602,0.00002744689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885571,0.0009479852,0.0001783631,0.0006308051,0.00002243132,0.00007204927,0.005469807,0.00004056302,0.004080852],"genre_scores_gemma":[0.9956116,0.0003692008,0.0001595876,0.0002944331,0.00001455096,0.00002140232,0.00286722,0.00001222324,0.0006496838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04939207,"threshold_uncertainty_score":0.3583662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.167441107495459,"score_gpt":0.5114656291764598,"score_spread":0.3440245216810008,"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."}}