{"id":"W2558427779","doi":"10.1182/blood.v108.11.78.78","title":"Physician Adherence to Local Treatment Policies and American Society of Hematology (ASH) Quality Metrics in Chronic Lymphocytic Leukemia (CLL) Management.","year":2006,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Chronic lymphocytic leukemia; Internal medicine; Stage (stratigraphy); Hematology; Cancer; Leukemia","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":[0.009430244,0.0001187775,0.0003227293,0.001943559,0.0002767254,0.0007282398,0.0004895703,0.0003134255,0.0009485274],"category_scores_gemma":[0.03289144,0.0001195336,0.0003139045,0.003578644,0.0003886285,0.0007964309,0.0006608643,0.0003890284,0.00009657414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00146439,"about_ca_system_score_gemma":0.00149858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007479335,"about_ca_topic_score_gemma":0.006615064,"domain_scores_codex":[0.9907978,0.004131179,0.002344419,0.0006494141,0.001764985,0.0003123095],"domain_scores_gemma":[0.940168,0.01054701,0.04293565,0.0007854936,0.004115602,0.00144834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003335895,0.00001566816,0.9950335,0.00007776868,0.00003103244,0.0000106239,0.0001517506,0.00006937501,0.00003175323,0.00002120545,0.000238336,0.004285683],"study_design_scores_gemma":[0.000008400018,0.00008968303,0.998626,0.00006084599,0.00002239496,0.00006729984,0.0002082067,0.0003907456,0.00009230179,0.00002527964,0.0004056417,0.000003234538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916975,0.002722558,0.0007493535,0.001023964,0.00001365563,0.0001041708,0.002008053,0.00002382001,0.001656838],"genre_scores_gemma":[0.9983898,0.0002609403,0.0005178705,0.0000828803,0.00001327164,0.000057528,0.0006204093,0.000002585687,0.00005459138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009430244,"threshold_uncertainty_score":0.04987252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147614589071248,"score_gpt":0.3402858005656068,"score_spread":0.3088096546748944,"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."}}