{"id":"W2079709165","doi":"10.1186/s12885-015-1117-0","title":"A functional in vitro model of heterotypic interactions reveals a role for interferon-positive carcinoma associated fibroblasts in breast cancer","year":2015,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Fondation de l'Hôpital général juif; Jewish General Hospital","keywords":"Breast cancer; Interferon; Paracrine signalling; Cancer research; Surgical oncology; Tumor microenvironment; Cancer-Associated Fibroblasts; Biology; Cytokine; Gene expression profiling; Immunology; Cancer; Medicine; Gene expression; Internal medicine; Gene; Receptor; Genetics","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":[0.0003518278,0.000334415,0.0002559679,0.0005823136,0.0003067732,0.0004337905,0.0002799773,0.0004795621,0.00232242],"category_scores_gemma":[0.0002349978,0.0001621891,0.0004904923,0.0003507245,0.0002025342,0.0001956529,0.0002260295,0.0004901091,0.0007734734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003481391,"about_ca_system_score_gemma":0.0001957251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078326,"about_ca_topic_score_gemma":0.001394205,"domain_scores_codex":[0.9996423,0.00008175977,0.00002515683,0.000107006,0.00009077892,0.00005306315],"domain_scores_gemma":[0.9997088,0.00009495791,0.00005982401,0.00007481319,0.0000294259,0.00003212095],"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":[0.0002571764,0.00007967181,0.002855799,0.00006710248,0.00001688224,0.0001612171,0.00003873526,0.0008842864,0.9927326,0.0003598222,0.0001671745,0.002379586],"study_design_scores_gemma":[0.00003921948,0.0006674295,0.0367857,0.00003024318,0.00007981889,0.001713695,0.000161874,0.01837099,0.9314811,0.0007131774,0.009931217,0.00002542887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968803,0.002085891,0.02278065,0.000197492,0.00005432636,0.00007643308,0.002159724,0.0001659015,0.003676488],"genre_scores_gemma":[0.987586,0.0006680852,0.007680896,0.00007446624,0.00001802081,0.0001309056,0.002022193,0.00002822307,0.001791077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00232242,"threshold_uncertainty_score":0.007769227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05954284735290224,"score_gpt":0.315001998600683,"score_spread":0.2554591512477808,"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."}}