{"id":"W4400687031","doi":"10.20944/preprints202407.1231.v1","title":"Deciphering the Complexities of Acute Myeloid Leukemia: Emerging Roles of Epithelial to Mesenchymal Transition Transcription Factors (EMT-TFs) in Disease Progression","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Institute in Oncology and Hematology; CancerCare Manitoba","funders":"","keywords":"Myeloid leukemia; Epithelial–mesenchymal transition; Cancer research; Medicine; Disease; Leukemia; Mesenchymal stem cell; Haematopoiesis; Metastasis; Immunophenotyping; Progenitor cell; Biology; Stem cell; Cancer; Immunology; Genetics; Internal medicine; Pathology; Flow cytometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008256795,0.0003619986,0.0004719592,0.0005808962,0.0003504129,0.001697532,0.0002226574,0.0005914318,0.003530677],"category_scores_gemma":[0.001191654,0.000210829,0.0002876244,0.0005900451,0.000797754,0.001263638,0.00076993,0.001536818,0.002027158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000576331,"about_ca_system_score_gemma":0.0008689736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006350796,"about_ca_topic_score_gemma":0.0007010651,"domain_scores_codex":[0.9995829,0.00009056696,0.00002320245,0.00006580553,0.0001865596,0.00005080104],"domain_scores_gemma":[0.9997182,0.00008160146,0.00003812973,0.00004238538,0.00005571342,0.0000639078],"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":[0.0009439581,0.0001048343,0.01196108,0.002741204,0.0001602559,0.001733025,0.001597947,0.007494427,0.2824965,0.1239538,0.08236306,0.4844499],"study_design_scores_gemma":[0.00009690589,0.0001436054,0.03887606,0.000642514,0.00009838596,0.003367373,0.001396095,0.01678144,0.08716364,0.1795655,0.6717767,0.00009189998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.342594,0.2789673,0.1599115,0.1182046,0.006702919,0.0001274839,0.00983214,0.005233154,0.07842682],"genre_scores_gemma":[0.7572764,0.147521,0.04967579,0.003589822,0.004842409,0.00009964209,0.007314024,0.0009357782,0.0287451],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003530677,"threshold_uncertainty_score":0.01181132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08396642202281586,"score_gpt":0.3731815796700091,"score_spread":0.2892151576471932,"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."}}