{"id":"W4403464788","doi":"10.1016/j.isci.2024.111169","title":"ZEB2 drives intra-tumor heterogeneity and skin squamous cell carcinoma formation with distinct EMP transition states","year":2024,"lang":"en","type":"article","venue":"iScience","topic":"Cancer Cells and Metastasis","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":"Bijzonder Onderzoeksfonds UGent; Kom op tegen Kanker; Universiteit Gent; Stichting Tegen Kanker; Fonds Wetenschappelijk Onderzoek; Kræftens Bekæmpelse","keywords":"Basal cell; Transition (genetics); Chemistry; Biophysics; Cancer research; Pathology; Biology; Medicine; Biochemistry","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":[0.00006038006,0.00008398643,0.00008489924,0.0001579636,0.0001000402,0.0002113666,0.00006340781,0.0001192063,0.0009071901],"category_scores_gemma":[0.00006058596,0.00009071879,0.00009091642,0.00008050255,0.000119271,0.00008149671,0.0001671171,0.0002867573,0.0002242788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343069,"about_ca_system_score_gemma":0.00009151957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003468939,"about_ca_topic_score_gemma":0.0007113185,"domain_scores_codex":[0.9999248,0.0000109192,0.000005558647,0.00001690922,0.00002145574,0.00002034409],"domain_scores_gemma":[0.99994,0.000009427358,0.0000144305,0.000008211764,0.000005830792,0.00002203019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003612539,0.00001022392,0.0006785475,0.000006192691,0.000001929262,0.0000444784,0.00001188905,0.00003556084,0.9986401,0.000107076,0.00001844281,0.0004094312],"study_design_scores_gemma":[0.0000125255,0.0001833033,0.03384374,0.000003486771,0.000009879697,0.0005935368,0.0001078302,0.002411898,0.9603503,0.0001180043,0.002361574,0.000004066725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978971,0.0001588162,0.0009369083,0.00002032136,0.000003299928,0.000009191729,0.0001465716,0.00002450527,0.0008032479],"genre_scores_gemma":[0.9984031,0.00006008873,0.0002702208,0.00001575465,0.000001278311,0.000008761132,0.0001835041,0.00000630361,0.001050924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009071901,"threshold_uncertainty_score":0.00303483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037234614313794,"score_gpt":0.245850535890666,"score_spread":0.235478189747528,"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."}}