{"id":"W2662801289","doi":"10.1158/0008-5472.can-16-3427","title":"Identification of Interacting Stromal Axes in Triple-Negative Breast Cancer","year":2017,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Triple-negative breast cancer; Stromal cell; Desmoplasia; Subtyping; Breast cancer; Stroma; Cancer; Cancer research; Triple negative; Medicine; Tumor microenvironment; Oncology; Internal medicine; Pathology; Immunohistochemistry; Computer science","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":[0.0001894132,0.0001774315,0.0002226822,0.0005675469,0.0002717589,0.0004383908,0.00006168253,0.0001014807,0.0006067439],"category_scores_gemma":[0.0003445653,0.00009381922,0.000235381,0.0005716417,0.0001302286,0.0001010684,0.0003151126,0.0001484632,0.0001514031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002515285,"about_ca_system_score_gemma":0.0002404702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001537109,"about_ca_topic_score_gemma":0.002879253,"domain_scores_codex":[0.99988,0.00002779496,0.000006824295,0.00002958628,0.00003609067,0.0000197884],"domain_scores_gemma":[0.9998345,0.00004796068,0.00005592549,0.0000113919,0.00003066616,0.00001954177],"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":[0.0006990631,0.00004367274,0.2121194,0.0002048104,0.000104704,0.0001964043,0.0002529985,0.001506526,0.7598786,0.0002178107,0.0004673461,0.02430868],"study_design_scores_gemma":[0.00002933863,0.0002834266,0.8788735,0.00004087324,0.0002027551,0.001014989,0.000824708,0.0204687,0.09078775,0.001061528,0.006384797,0.00002766234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952216,0.0006304339,0.002430285,0.0000308484,0.000004329418,0.00001142798,0.001203619,0.000035101,0.0004324715],"genre_scores_gemma":[0.9929638,0.0002799804,0.004069681,0.0000251324,0.000004324258,0.00002187864,0.002268462,0.00001081509,0.0003557734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001537109,"threshold_uncertainty_score":0.003056288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06075764770994307,"score_gpt":0.4406514008567841,"score_spread":0.379893753146841,"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."}}