{"id":"W2055405821","doi":"10.1016/j.crvi.2003.05.004","title":"Contribution to the study of periodic chronic myelogenous leukemia","year":2004,"lang":"en","type":"review","venue":"Comptes Rendus Biologies","topic":"Chronic Myeloid Leukemia Treatments","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Mitacs; Alexander von Humboldt-Stiftung","keywords":"Chronic myelogenous leukemia; Stem cell; Hopf bifurcation; Leukemia; Haematopoiesis; Period (music); Stability (learning theory); Bifurcation; Mathematics; Biology; Immunology; Physics; Cell biology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000299923,0.0007070236,0.003032003,0.0002488297,0.0002105882,0.00002941776,0.0006983572,0.0004767354,0.0002032267],"category_scores_gemma":[0.0004680832,0.0003798019,0.0005386954,0.0005887301,0.0002596129,0.00002367634,0.0004571821,0.0006875126,0.0005732314],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009112212,"about_ca_system_score_gemma":0.003653795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003370523,"about_ca_topic_score_gemma":0.00007230325,"domain_scores_codex":[0.997046,0.0002995706,0.001000077,0.0007263947,0.0003324118,0.0005955481],"domain_scores_gemma":[0.9972904,0.0003959565,0.0005646027,0.001440452,0.0001823378,0.0001262961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005944928,0.0004367972,0.0001427009,0.006143744,0.001573558,0.0001569203,0.0003396986,0.00006570283,0.00001143059,0.00003120258,0.001393879,0.9896449],"study_design_scores_gemma":[0.002537595,0.005091649,0.0005292969,0.01178774,0.002819343,0.0003659923,0.0002986696,0.000003335608,0.00002639363,0.000009903275,0.9761221,0.0004080278],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009027473,0.9847024,0.00001077078,0.00005847844,0.0004471927,0.005329307,0.0001537908,0.0001755246,0.00009503922],"genre_scores_gemma":[0.02405569,0.9741229,0.00006298121,0.00002542408,0.0003133749,0.0006329155,0.0005545766,0.00005272529,0.0001794547],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9892369,"threshold_uncertainty_score":0.9998654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0587611801818841,"score_gpt":0.3419816346294177,"score_spread":0.2832204544475336,"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."}}