{"id":"W2497957984","doi":"10.1158/1538-7445.am2016-1611","title":"Abstract 1611: Epithelial-mesenchymal-epithelial transition induced by long term exposure to TGFB1 creates cellular heterogeneity","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Community College","funders":"","keywords":"Epithelial–mesenchymal transition; Cancer; Biology; Cancer research; Mesenchymal stem cell; Cancer cell; Cell biology; Metastasis; 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":[0.0001274924,0.0001569731,0.0001993117,0.0002132158,0.000200003,0.0003790397,0.0001677407,0.0003032104,0.004010301],"category_scores_gemma":[0.0001225965,0.0001088926,0.0002019262,0.0001905177,0.0001656864,0.000147105,0.0003385139,0.0004493229,0.0009269922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002298479,"about_ca_system_score_gemma":0.000172501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003503416,"about_ca_topic_score_gemma":0.0004823801,"domain_scores_codex":[0.9998444,0.00002153889,0.00001357151,0.00002437982,0.00006319563,0.00003285755],"domain_scores_gemma":[0.999909,0.00001691169,0.00002585356,0.00001026283,0.00001328874,0.00002467877],"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":[0.00008383562,0.00002405282,0.0003352796,0.00004948896,0.000004035231,0.0001561026,0.00002323112,0.00003367849,0.997386,0.0001599885,0.0001419293,0.001602405],"study_design_scores_gemma":[0.00002079708,0.0003886305,0.0145862,0.00002210412,0.00002276545,0.001006917,0.0001609274,0.0008264564,0.9725565,0.0001956134,0.01020398,0.00000923668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907555,0.002050178,0.002014305,0.0003078047,0.0001664071,0.00003114216,0.0004048361,0.00006715681,0.004202632],"genre_scores_gemma":[0.9897008,0.0008450666,0.0007993874,0.0001014931,0.00002700175,0.00003293194,0.0005092232,0.00001729553,0.007966678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004010301,"threshold_uncertainty_score":0.01341575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07369958976585989,"score_gpt":0.3778944040611247,"score_spread":0.3041948142952648,"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."}}