{"id":"W1969528062","doi":"10.1002/cncr.25655","title":"Timeliness and quality of diagnostic care for medicare recipients with chronic lymphocytic leukemia","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"National Institute of Nursing Research; National Cancer Institute","keywords":"Medicine; Interquartile range; Chronic lymphocytic leukemia; Logistic regression; Internal medicine; Proportional hazards model; Leukemia; Pediatrics; Emergency medicine","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":[0.001878388,0.0001316123,0.0001704382,0.0009394519,0.0002621943,0.0006233306,0.0003931083,0.0004384776,0.001996882],"category_scores_gemma":[0.01833508,0.00009556953,0.0004006044,0.00134459,0.0002639767,0.0006270115,0.0006246426,0.0004667364,0.0001143434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186718,"about_ca_system_score_gemma":0.0008888257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01053517,"about_ca_topic_score_gemma":0.0097277,"domain_scores_codex":[0.9986179,0.0004624375,0.0002328011,0.0001382604,0.0003006338,0.0002479159],"domain_scores_gemma":[0.9762512,0.003591536,0.01709698,0.0003783412,0.001225656,0.001456229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006024151,0.00002098667,0.9956825,0.00001631188,0.00003457529,0.00001787661,0.00004850615,0.0001317307,0.00002651247,0.00003468278,0.0002812025,0.003644907],"study_design_scores_gemma":[0.000009362304,0.00006146173,0.9987602,0.00002739025,0.00001760833,0.00008291034,0.0001409293,0.0005360026,0.00003441272,0.00006889739,0.0002573446,0.000003470878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958838,0.00126406,0.0001491977,0.001353104,0.00002194534,0.000008763103,0.0006901877,0.000008057834,0.0006208595],"genre_scores_gemma":[0.9990382,0.0002427416,0.00008925988,0.00009461986,0.00003307245,0.000004892379,0.0004486923,0.00000143354,0.00004700234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01053517,"threshold_uncertainty_score":0.02094769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02560451262482059,"score_gpt":0.3596020062666122,"score_spread":0.3339974936417916,"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."}}