{"id":"W3157693110","doi":"10.1038/s42003-021-02045-w","title":"Transcriptional heterogeneity of stemness phenotypes in the ovarian epithelium","year":2021,"lang":"en","type":"article","venue":"Communications Biology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Génome Québec; McGill University","keywords":"Biology; Stem cell; Cell biology; SNAI1; Mesenchymal stem cell; Population; Transcription factor; Epithelium; Phenotype; Epithelial–mesenchymal transition; Genetics; Downregulation and upregulation; Gene; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001349636,0.0000815114,0.0001784179,0.0004544853,0.0001247177,0.0004609441,0.00007317895,0.0001795453,0.001672317],"category_scores_gemma":[0.0002036488,0.0001202706,0.0001669663,0.0002064101,0.0002829417,0.0001589774,0.0002514297,0.0003407344,0.000307695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001396321,"about_ca_system_score_gemma":0.0001114628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002377885,"about_ca_topic_score_gemma":0.0003764168,"domain_scores_codex":[0.9998313,0.00001688926,0.00001339619,0.00005616305,0.0000411427,0.00004112772],"domain_scores_gemma":[0.9997397,0.00005528958,0.00006261576,0.00003398141,0.00003424849,0.00007425353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006643174,0.000005715723,0.001906828,0.00001131975,0.000003418894,0.00002078988,0.00003739802,0.00001064448,0.9970125,0.00006746412,0.00001546575,0.000842035],"study_design_scores_gemma":[0.00002317205,0.0003987227,0.3826256,0.00001812764,0.0000362452,0.0008328774,0.0006516814,0.0006090248,0.6095337,0.0003423349,0.004911314,0.00001715858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971117,0.0007078703,0.0007724548,0.00004839359,0.00000841505,0.000007564389,0.0003396939,0.00002141056,0.0009824922],"genre_scores_gemma":[0.9969829,0.0002559356,0.0004490744,0.00004433536,0.000009890878,0.00001432285,0.0007265274,0.00001052447,0.001506439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001672317,"threshold_uncertainty_score":0.005594492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09192008459551679,"score_gpt":0.3592830988553683,"score_spread":0.2673630142598515,"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."}}