{"id":"W4254559163","doi":"10.1515/iupac.84.0932","title":"Myelodysplastic Syndrome","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Disease; Medicine; Immunology; Immune system; Pathology; Philosophy; Linguistics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007708139,0.000712926,0.001441468,0.0007139976,0.0001313801,0.00005720316,0.0006119503,0.0008451971,0.01376586],"category_scores_gemma":[0.002312842,0.0004960011,0.0003321585,0.0004533759,0.0003985225,0.00009534924,0.0004326817,0.001662995,0.00009075695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002728285,"about_ca_system_score_gemma":0.005335568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001166036,"about_ca_topic_score_gemma":0.0001309223,"domain_scores_codex":[0.9945686,0.0001188909,0.0007170253,0.000918993,0.002636795,0.001039699],"domain_scores_gemma":[0.9959986,0.0003390313,0.0002446669,0.001774782,0.000924636,0.0007183246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008290918,0.0002626456,0.00001625876,0.0007251607,0.0004212755,0.005618951,0.000004282784,2.465539e-7,0.00003961927,0.000004854628,0.9897971,0.002280532],"study_design_scores_gemma":[0.003760769,0.001199363,0.0002712347,0.001756517,0.0004857866,0.002615941,0.00001221504,0.000008227109,0.00001888765,0.00005059248,0.9893037,0.0005167863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007184553,0.0007326724,0.0001221145,0.002451043,0.0007295674,0.0008336526,0.9941098,0.000153138,0.0001495524],"genre_scores_gemma":[0.00007992056,0.0015962,0.0001092188,0.0006619497,0.001353173,0.00004434715,0.9910028,0.0001249993,0.005027406],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01367511,"threshold_uncertainty_score":0.9997492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170858470370092,"score_gpt":0.4094124299601167,"score_spread":0.3923265829231075,"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."}}