{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001669076,0.0001322552,0.0004741639,0.0004671343,0.000756682,0.001409881,0.0004864916,0.001098213,0.007146628],"category_scores_gemma":[0.009658853,0.0001281153,0.0005014273,0.0006075919,0.0005435935,0.0007039845,0.001115456,0.0007768983,0.001056246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143458,"about_ca_system_score_gemma":0.001875644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002469942,"about_ca_topic_score_gemma":0.004556285,"domain_scores_codex":[0.9978963,0.0007644009,0.0001276639,0.0001652844,0.0008001122,0.0002462086],"domain_scores_gemma":[0.9949528,0.001334683,0.001492677,0.0002448985,0.0007733362,0.001201682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006757319,0.002495398,0.352474,0.003297527,0.0002477494,0.002827644,0.002151192,0.000433538,0.00182871,0.002965422,0.06511249,0.5654906],"study_design_scores_gemma":[0.0004583843,0.002249472,0.9127414,0.003767922,0.0001658366,0.006769569,0.002151191,0.0004734729,0.0004438995,0.003425697,0.06732929,0.00002385169],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7694216,0.05561282,0.006181685,0.06692204,0.001486864,0.0007284232,0.001556112,0.0005330371,0.0975574],"genre_scores_gemma":[0.983117,0.006324591,0.002081164,0.005027635,0.0008448314,0.0001585116,0.0003397967,0.0000206136,0.002085854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007146628,"threshold_uncertainty_score":0.02390784,"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."}}