{"id":"W1965448482","doi":"10.1080/10428190802668873","title":"HLA risk markers for chronic myelogenous leukemia in Eastern Canada","year":2009,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Chronic Myeloid Leukemia Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Human leukocyte antigen; Chronic myelogenous leukemia; Immunology; Odds ratio; Antigen; Medicine; Leukemia; Population; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006884848,0.001517537,0.001997686,0.0005852881,0.0005921696,0.0001579268,0.0006825768,0.0009105632,0.0001261529],"category_scores_gemma":[0.0003488534,0.001476423,0.0005090006,0.0009692981,0.0003333706,0.0003901962,0.0001921516,0.0004306889,0.00006690765],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1629717,"about_ca_system_score_gemma":0.05937476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4191484,"about_ca_topic_score_gemma":0.2172041,"domain_scores_codex":[0.9921923,0.0002287384,0.001702122,0.002124878,0.001164684,0.002587282],"domain_scores_gemma":[0.9955858,0.0006109683,0.0006732302,0.001673403,0.0002423176,0.001214267],"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":[0.005399802,0.0003746852,0.04437011,0.0008657232,0.000940342,0.003202644,0.00112709,0.001582036,0.002826897,0.0004161194,0.01905901,0.9198355],"study_design_scores_gemma":[0.1140204,0.003840539,0.6576936,0.001555908,0.001491407,0.004143486,0.0009573342,0.08461799,0.005738285,0.0008780991,0.1218034,0.003259631],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831616,0.006434698,0.0001300699,0.0004120589,0.000699336,0.002729707,0.000249268,0.0003192335,0.005864074],"genre_scores_gemma":[0.9875944,0.002026873,0.001254047,0.002725844,0.0009052132,0.0003729669,0.000443864,0.000230084,0.004446693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9165759,"threshold_uncertainty_score":0.9997573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008109764680904099,"score_gpt":0.2298161197136386,"score_spread":0.2217063550327345,"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."}}