{"id":"W2134390751","doi":"10.1016/j.leukres.2014.07.008","title":"CLL—Clear sailing ahead for many, while rough waters remain for some","year":2014,"lang":"en","type":"letter","venue":"Leukemia Research","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; BC Cancer Agency; Leukemia & Lymphoma Society of Canada; University of British Columbia","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008195929,0.001013365,0.002060019,0.001578763,0.0008968329,0.0004251476,0.001900248,0.002824155,0.0002905296],"category_scores_gemma":[0.00341542,0.0008953518,0.0011142,0.0008015214,0.001022757,0.000287804,0.0007898997,0.007529987,0.001253824],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0849542,"about_ca_system_score_gemma":0.02944412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133843,"about_ca_topic_score_gemma":0.00002388899,"domain_scores_codex":[0.9858103,0.0007856445,0.00140036,0.002581193,0.004264443,0.005158009],"domain_scores_gemma":[0.9872551,0.006815698,0.0002630052,0.003171209,0.001775383,0.0007196179],"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":[0.002544727,0.0000608604,0.000005686923,0.0095712,0.0004152495,0.00103529,0.0002347456,0.00005488702,0.0007069139,0.0006834888,0.9810997,0.00358729],"study_design_scores_gemma":[0.02375616,0.002045016,0.000004008949,0.001489274,0.000188082,0.0004477844,0.0001112688,0.03372014,0.003494435,0.003251072,0.9306563,0.0008365348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01463785,0.001921157,0.002980692,0.9428279,0.001860006,0.0238497,0.0006652492,0.000749302,0.01050817],"genre_scores_gemma":[0.01456286,0.001088146,0.01363463,0.5197592,0.07332631,0.01135433,0.009364318,0.002516206,0.354394],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4230686,"threshold_uncertainty_score":0.9995238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1405077939171797,"score_gpt":0.4000109766601689,"score_spread":0.2595031827429892,"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."}}