{"id":"W2913942903","doi":"10.1101/528885","title":"C/EBPδ demonstrates a dichotomous role in tumor initiation and promotion of epithelial carcinoma","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"Congressionally Directed Medical Research Programs; Sylvester Comprehensive Cancer Center, University of Miami Health Systems; University of Miami","keywords":"Vimentin; Cancer research; Carcinogenesis; Ovarian cancer; Biology; Serous fluid; Epithelial–mesenchymal transition; Phenotype; Tumor progression; Ovarian carcinoma; Cancer; Metastasis; Gene; Immunohistochemistry; Immunology; Genetics","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":[0.000143421,0.0001751484,0.0001461473,0.0004280787,0.0001373797,0.0002471787,0.0001353337,0.0002071279,0.001377489],"category_scores_gemma":[0.0001181424,0.0001074866,0.0001147857,0.0001601458,0.0002332575,0.0001311183,0.0002431654,0.0003041542,0.0004297071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002047832,"about_ca_system_score_gemma":0.0001509603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003534695,"about_ca_topic_score_gemma":0.0002908247,"domain_scores_codex":[0.999895,0.00001248692,0.000008047919,0.0000244112,0.00003273978,0.00002724295],"domain_scores_gemma":[0.9999182,0.00001300388,0.00001047515,0.00001545701,0.00001266034,0.00003020492],"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":[0.0001021045,0.0000140421,0.0008680091,0.00002405308,0.000002120066,0.00008008402,0.000009056487,0.00002510335,0.9972314,0.0001672715,0.00003209279,0.001444568],"study_design_scores_gemma":[0.00001633359,0.0001210954,0.02640878,0.00001011352,0.000009713799,0.001157977,0.00006066854,0.0004784066,0.9689233,0.0001674761,0.002643079,0.000003116435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925845,0.002299234,0.001645016,0.00009831042,0.00001881022,0.00001557496,0.0003218593,0.00005050525,0.00296607],"genre_scores_gemma":[0.9945345,0.0006537741,0.0009947848,0.00003885437,0.000006210009,0.00001651677,0.0003322023,0.00001149054,0.003411724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001377489,"threshold_uncertainty_score":0.004608154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009179014416177855,"score_gpt":0.2256818084261597,"score_spread":0.2165027940099819,"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."}}