{"id":"W4415212784","doi":"10.3390/cancers17203317","title":"P53 Mutation Induces Epithelial-to-Mesenchymal Transition (EMT) Associated with Stem Cell Properties and Tumorigenesis in Fallopian Tube Cells","year":2025,"lang":"en","type":"article","venue":"Cancers","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Fallopian tube; Oviduct; Carcinogenesis; Serous fluid; Mutation; Ovarian cancer; Stem cell; Serous carcinoma; Suppressor","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":[0.00009113081,0.0002031384,0.0001278828,0.0002252245,0.0001216033,0.0001313215,0.0001032102,0.0002274214,0.0009826977],"category_scores_gemma":[0.0001046981,0.00009005546,0.0001641927,0.0001029889,0.0001801236,0.0001024352,0.0001122157,0.0002801741,0.0001339465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001497747,"about_ca_system_score_gemma":0.0001080206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003753699,"about_ca_topic_score_gemma":0.0004077078,"domain_scores_codex":[0.999931,0.00001312189,0.000009064512,0.00001165776,0.00001673329,0.00001853893],"domain_scores_gemma":[0.9999207,0.00001758171,0.00002556782,0.00001088565,0.000006161956,0.0000190677],"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":[0.0001115375,0.00002961677,0.0007038667,0.00002645302,0.000004137155,0.0001792625,0.00001522443,0.00003550984,0.9980698,0.00008143087,0.00002362699,0.0007196261],"study_design_scores_gemma":[0.00002050112,0.0004038464,0.01104242,0.000005625289,0.0000133821,0.0005626041,0.00003209079,0.0006300317,0.9862421,0.00005409956,0.000990612,0.000002867833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981154,0.0004914568,0.0007292203,0.00002865616,0.00001092672,0.00001711304,0.0001055571,0.00002791055,0.0004736263],"genre_scores_gemma":[0.9985334,0.0002174899,0.0004154073,0.00001450757,0.000002391296,0.00001632925,0.0001547532,0.000003197382,0.0006425329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009826977,"threshold_uncertainty_score":0.003287494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131718728347213,"score_gpt":0.2174871809817825,"score_spread":0.2061699936983103,"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."}}