{"id":"W4312540752","doi":"10.33590/emj/10312801","title":"A Game of Clones: The Complex Interplay of Aplastic Anaemia, Myelodysplastic Syndrome, and Paroxysmal Nocturnal Haemoglobinuria","year":2018,"lang":"en","type":"article","venue":"European Medical Journal","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Bone marrow failure; Context (archaeology); Aplastic anemia; clone (Java method); Haematopoiesis; Myelodysplastic syndromes; Paroxysmal nocturnal hemoglobinuria; Bone marrow; Immunology; Somatic evolution in cancer; Stem cell; Medicine; Biology; Cancer research; Genetics; Gene","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001262979,0.0001857524,0.0004168769,0.0001210733,0.0001790261,0.00002118049,0.0006698697,0.00006909097,0.00559858],"category_scores_gemma":[0.0009210921,0.000114884,0.0001180013,0.0001283058,0.001713761,0.00005296648,0.0003021818,0.0005156368,0.0001848494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002175882,"about_ca_system_score_gemma":0.0001352026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001132242,"about_ca_topic_score_gemma":0.00001216669,"domain_scores_codex":[0.9971277,0.001210065,0.0009073484,0.0001911205,0.0002294488,0.0003343576],"domain_scores_gemma":[0.9983255,0.000630318,0.0004977921,0.0002386329,0.0001636544,0.0001440835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007885706,0.003012785,0.2997642,0.001730867,0.008528333,0.006028911,0.01718968,0.00004414908,0.2770052,0.005131664,0.2681989,0.1054796],"study_design_scores_gemma":[0.006853338,0.003363699,0.90909,0.00264385,0.0004738528,0.0458668,0.001310153,0.0002240112,0.001588064,0.000326853,0.02781309,0.0004463088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940544,0.001022773,0.001861153,0.0002329139,0.001172317,0.0001317112,0.00004077172,0.00001667268,0.001467293],"genre_scores_gemma":[0.9993336,0.00004232531,0.0000633012,0.0001743674,0.000239553,0.000001123934,0.00001110987,0.00001975715,0.0001149197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6093258,"threshold_uncertainty_score":0.9953104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451550751818008,"score_gpt":0.269467454137283,"score_spread":0.2549519466191029,"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."}}