{"id":"W3032161358","doi":"10.14740/jmc3478","title":"Two Roads Diverge: Treatment Choice in Coexisting Severe Aplastic Anemia and Paroxysmal Nocturnal Hemoglobinuria","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Eculizumab; Paroxysmal nocturnal hemoglobinuria; Pancytopenia; Bone marrow failure; Aplastic anemia; Neutropenia; Bone marrow; Hemoglobinuria; Myelodysplastic syndromes; Internal medicine; Gastroenterology; Anemia; Pediatrics; Chemotherapy; Surgery; Immunology; Haematopoiesis; Stem cell; Immune system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003104283,0.000176709,0.0004618359,0.0000752882,0.00008807428,0.00002207771,0.0002231953,0.0001208155,0.002382788],"category_scores_gemma":[0.002217602,0.0001280779,0.00009944817,0.0001064027,0.0001347283,0.00008705161,0.0001111032,0.0003654204,0.00002754431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109365,"about_ca_system_score_gemma":0.0002518494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002677596,"about_ca_topic_score_gemma":0.0002009457,"domain_scores_codex":[0.9983925,0.000285039,0.0006621474,0.0001745855,0.0002136768,0.0002721145],"domain_scores_gemma":[0.9981712,0.00115631,0.0003143917,0.00007757925,0.00005971135,0.0002208214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00216633,0.0007587228,0.9135216,0.0002990392,0.0005333255,0.01032011,0.001578232,0.0001444261,0.007362828,0.0001469126,0.04007718,0.02309127],"study_design_scores_gemma":[0.09323406,0.0152229,0.6045595,0.003906863,0.00177278,0.09612728,0.007911789,0.0008351905,0.006801104,0.0002371008,0.1674393,0.00195211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892005,0.006623593,0.00002899165,0.003358887,0.0005505015,0.0001144934,0.00003452133,0.00001363708,0.0000748637],"genre_scores_gemma":[0.9989461,0.0001011242,0.00004810878,0.0004244757,0.0004020875,0.000003192328,0.00001077868,0.000009133282,0.00005496392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3089621,"threshold_uncertainty_score":0.9985292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04277130265511627,"score_gpt":0.3151364574611372,"score_spread":0.272365154806021,"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."}}