{"id":"W2118480932","doi":"10.1093/qjmed/hcv017","title":"Primary care management of early stage chronic lymphocytic leukaemia is safe and effective","year":2015,"lang":"en","type":"article","venue":"QJM","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"Wellcome Trust","keywords":"Stage (stratigraphy); Medicine; Primary care; Chronic lymphocytic leukemia; Intensive care medicine; Family medicine; Immunology; Leukemia; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002514336,0.0001830244,0.0003856208,0.0001178125,0.00003673079,0.00001701671,0.000136614,0.0001076865,0.00007667713],"category_scores_gemma":[0.00002293837,0.0001587644,0.00007234354,0.0002295597,0.0001989399,0.00008478021,0.0002499783,0.0001428252,0.0001257894],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.06146279,"about_ca_system_score_gemma":0.008187996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182473,"about_ca_topic_score_gemma":0.00001343109,"domain_scores_codex":[0.9982845,0.00005273726,0.0002415286,0.0003729183,0.0006631743,0.0003851552],"domain_scores_gemma":[0.99884,0.00007331775,0.00007051714,0.0005449312,0.0001793137,0.0002919429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.01474254,0.000689496,0.037027,0.1005794,0.005721456,0.01001256,0.05898814,0.0006280197,0.008698763,0.006187292,0.03390581,0.7228195],"study_design_scores_gemma":[0.4543373,0.01946973,0.2292222,0.009475814,0.002679151,0.001194306,0.01462784,0.01502552,0.1093024,0.0008103078,0.1411854,0.00266989],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449553,0.006937503,0.00005341363,0.00004073255,0.00009182832,0.001134097,0.00002036599,0.00004163619,0.04672508],"genre_scores_gemma":[0.9923209,0.0003154462,0.000507848,0.0001337395,0.00009916262,0.00006614302,0.00002629696,0.00003678869,0.006493672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7201496,"threshold_uncertainty_score":0.9974347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899727415976534,"score_gpt":0.3007591592427142,"score_spread":0.2817618850829489,"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."}}