{"id":"W1983959765","doi":"10.1159/000206562","title":"Prognosis in Acquired Aplastic Anemia","year":2009,"lang":"en","type":"article","venue":"Acta Haematologica","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital","funders":"","keywords":"Medicine; Aplastic anemia; Internal medicine; Neutropenia; Gastroenterology; Multivariate analysis; Anemia; Peripheral blood; Bone marrow; Immunology; Chemotherapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001271394,0.0001517456,0.000400187,0.0001256064,0.00003300678,0.0000128743,0.00009417298,0.0001636453,0.0002615408],"category_scores_gemma":[0.0001371996,0.0001185071,0.00005843429,0.0002875511,0.00004145713,0.00006704762,0.000008112188,0.0001043451,0.000125815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003701476,"about_ca_system_score_gemma":0.0000426648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005184529,"about_ca_topic_score_gemma":0.00000498604,"domain_scores_codex":[0.9988316,0.00004223239,0.0003383599,0.0002776781,0.0002074634,0.0003027233],"domain_scores_gemma":[0.9994504,0.0001558281,0.00006387324,0.0001913334,0.00003310091,0.0001053966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002705,0.003697179,0.7309856,0.002406794,0.0001149309,0.01733038,0.004719683,0.00001692927,0.1978275,0.01111228,0.009133603,0.01995019],"study_design_scores_gemma":[0.003730118,0.001386159,0.9242457,0.0009084574,0.0001747971,0.00552797,0.000292573,0.0003709336,0.06066486,0.001421647,0.0008366609,0.000440188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841011,0.00008941507,0.0001072119,0.003936876,0.00005742987,0.0005347635,0.000001907459,0.0001521533,0.01101912],"genre_scores_gemma":[0.9970666,0.00005203463,0.002095162,0.0005954625,0.00002166379,0.00003243114,0.00002518635,0.000009393375,0.000102096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1932601,"threshold_uncertainty_score":0.4832579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434751636239622,"score_gpt":0.2796141995559148,"score_spread":0.2552666831935185,"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."}}