{"id":"W3095595977","doi":"10.1182/blood-2020-134066","title":"Chronic Lymphocytic Leukemia Treatment in México: Up to Half Patients May Not Requiere Treatment","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Chronic lymphocytic leukemia; Lymphocytosis; Internal medicine; Anemia; Malignancy; Pediatrics; Gastroenterology; Constitutional symptoms; Leukemia; Surgery; Disease","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":[0.0004986122,0.0001048137,0.0002804911,0.0001942369,0.0006661183,0.0006571981,0.0002420262,0.0004393537,0.01268068],"category_scores_gemma":[0.0009311807,0.00005328016,0.0001728319,0.0004543159,0.0002486382,0.0004374115,0.0005373539,0.000492081,0.001007346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007921775,"about_ca_system_score_gemma":0.001208847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006929359,"about_ca_topic_score_gemma":0.01215028,"domain_scores_codex":[0.9997005,0.00007357934,0.00001895874,0.00003774343,0.00004682365,0.00012243],"domain_scores_gemma":[0.9993631,0.000075369,0.0002396136,0.00003588225,0.00006790921,0.0002181848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001723293,0.0006532054,0.6460971,0.0004151519,0.00008243265,0.001312005,0.0006275608,0.000154709,0.002233793,0.001470682,0.0398183,0.3054118],"study_design_scores_gemma":[0.0004280962,0.001248744,0.7583529,0.0006276104,0.0001119657,0.004459844,0.00186756,0.0002153028,0.0004836452,0.0008238697,0.2313595,0.00002103204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8799999,0.02275268,0.0006928919,0.02106442,0.0006211088,0.0004137723,0.00477673,0.0001685787,0.06950994],"genre_scores_gemma":[0.9615725,0.006295194,0.000567794,0.01373424,0.0005097386,0.0004406589,0.003123537,0.00002276654,0.01373367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268068,"threshold_uncertainty_score":0.0424211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03877475028026526,"score_gpt":0.3041846582855278,"score_spread":0.2654099080052625,"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."}}