{"id":"W2396128270","doi":"10.1158/1538-7445.sabcs15-p1-05-01","title":"Abstract P1-05-01: The epithelial to mesenchymal transition: Identifying a signature of recurrence in ductal carcinoma in situ","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; Sunnybrook Health Science Centre","funders":"","keywords":"Ductal carcinoma; Epithelial–mesenchymal transition; Breast cancer; Gene signature; Cancer research; Tumor progression; In situ; Pathology; Biology; Oncology; Cancer; Gene expression; Medicine; Internal medicine; Gene; Metastasis; Chemistry","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":[0.0004420457,0.0002220796,0.0003795716,0.0007160085,0.0002611111,0.0005310443,0.0002062165,0.0002931413,0.005066785],"category_scores_gemma":[0.0007848929,0.0001096149,0.0002874314,0.0008289883,0.000246215,0.0001591418,0.0002645075,0.0004148137,0.001344536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002184623,"about_ca_system_score_gemma":0.0002970236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003538833,"about_ca_topic_score_gemma":0.0004466009,"domain_scores_codex":[0.9996721,0.0000463535,0.0000279608,0.00007877247,0.000111584,0.00006331484],"domain_scores_gemma":[0.9993856,0.000153328,0.0001795245,0.000047928,0.0001203912,0.0001131491],"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":[0.004156034,0.0002895957,0.2550476,0.0008766643,0.0001459348,0.0021133,0.0002898849,0.0006977995,0.691546,0.0003717546,0.002863147,0.04160218],"study_design_scores_gemma":[0.00004203122,0.001618823,0.8513171,0.00005219996,0.0001864291,0.006941789,0.0003904056,0.002241012,0.1279521,0.0003116332,0.008922568,0.00002384961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880471,0.0005623479,0.00262542,0.000106271,0.00003021407,0.00009086382,0.005432684,0.0001756633,0.002929472],"genre_scores_gemma":[0.9859383,0.0003195838,0.003175921,0.00006787921,0.00003404485,0.0001696949,0.007755019,0.00008083427,0.002458814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005066785,"threshold_uncertainty_score":0.01695007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04227573891008681,"score_gpt":0.3673524528648054,"score_spread":0.3250767139547186,"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."}}