{"id":"W2395783470","doi":"10.1158/1557-3125.metca15-b15","title":"Abstract B15: Metastatic breast tumors regulate gene expression at distal mammary sites that predicts patient outcome","year":2016,"lang":"en","type":"article","venue":"Molecular Cancer Research","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Stromal cell; Intravasation; Cancer research; Breast cancer; Stroma; Metastasis; Cancer; Pathology; Metastatic breast cancer; Biology; Mammary tumor; Medicine; Internal medicine; Immunohistochemistry","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":[0.0002489857,0.0002345326,0.0003405322,0.0004593328,0.0001862441,0.000477032,0.0001804422,0.0003319027,0.00728518],"category_scores_gemma":[0.000697921,0.00008906003,0.0002185244,0.0003778435,0.0002240386,0.000175471,0.0002659834,0.0005388565,0.001097108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431183,"about_ca_system_score_gemma":0.0002894966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007476232,"about_ca_topic_score_gemma":0.001246414,"domain_scores_codex":[0.9998738,0.0000199706,0.000008861359,0.00003948621,0.00003676007,0.00002125275],"domain_scores_gemma":[0.999514,0.00007570031,0.0001487949,0.00002016623,0.00005648142,0.0001848988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005286406,0.0004490219,0.8595104,0.0001902743,0.0001827383,0.0006148852,0.0001208984,0.0004732654,0.08506178,0.0002292889,0.01069103,0.03719003],"study_design_scores_gemma":[0.00004935866,0.0004490921,0.9892152,0.00001925607,0.00007016117,0.0008055486,0.00009297442,0.0005158553,0.006631061,0.0001946974,0.001943406,0.00001353329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878192,0.001384901,0.001053627,0.001240302,0.0001489723,0.00003101707,0.005064649,0.0001068244,0.003150447],"genre_scores_gemma":[0.9905314,0.0005245864,0.001083217,0.000392325,0.0001121719,0.00004245637,0.003568038,0.00002904387,0.003716698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00728518,"threshold_uncertainty_score":0.02437133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04263075338863629,"score_gpt":0.353522511819588,"score_spread":0.3108917584309517,"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."}}