{"id":"W3034793810","doi":"10.1063/5.0006517","title":"Periodic hematological disorders: Quintessential examples of dynamical diseases","year":2020,"lang":"en","type":"article","venue":"Chaos An Interdisciplinary Journal of Nonlinear Science","topic":"Blood disorders and treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Alexander von Humboldt-Stiftung","keywords":"Cyclic neutropenia; Neutropenia; Chronic myelogenous leukemia; Autoimmune hemolytic anemia; Hematological disorders; Medicine; Immunology; Anemia; Leukemia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002564298,0.0003476251,0.0004010107,0.001278665,0.0005646117,0.0007155833,0.0002652546,0.0006074388,0.002680829],"category_scores_gemma":[0.0007963917,0.00009315889,0.0002697452,0.0007861418,0.001416202,0.0006871527,0.000977884,0.0008302725,0.0003689697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002730752,"about_ca_system_score_gemma":0.0002812701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003501571,"about_ca_topic_score_gemma":0.0005362209,"domain_scores_codex":[0.9998023,0.00006813293,0.00002401187,0.00003129057,0.00005350489,0.00002077545],"domain_scores_gemma":[0.9996806,0.0001673048,0.00005690111,0.00003661486,0.00003300154,0.00002559559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001298665,0.00005584146,0.00775422,0.001383384,0.00006577649,0.007879191,0.001106441,0.001999574,0.004732158,0.7997854,0.01970724,0.1554009],"study_design_scores_gemma":[0.0000289843,0.000143645,0.006058872,0.000392722,0.00005522782,0.04208847,0.0005445602,0.003485807,0.00165038,0.6866473,0.258857,0.00004695146],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1219935,0.5106005,0.1484679,0.02891528,0.00527488,0.0001958845,0.000768498,0.0004971226,0.1832865],"genre_scores_gemma":[0.7029791,0.2247295,0.04904484,0.003790771,0.005066807,0.0002156894,0.0003896348,0.00005572951,0.01372791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002680829,"threshold_uncertainty_score":0.008968294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596590998735873,"score_gpt":0.3109248764808616,"score_spread":0.2949589664935028,"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."}}