{"id":"W2610420375","doi":"10.3747/co.24.3457","title":"Multigene Expression Profile Testing in Breast Cancer: Is There a Role for Family Physicians?","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Beatrice Hunter Cancer Research Institute; Schneider Electric (Canada); BC Cancer Agency; CancerCare Manitoba; University of Fredericton; University of Toronto; Dalhousie University; University of Alberta; Sport Medicine Council of Alberta; Women's College Hospital","funders":"BC Cancer Agency; Ministry of Health, British Columbia; Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Breast cancer; Oncology; Internal medicine; Cancer; Family medicine; Family history; Personalized medicine; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.005586979,0.0001108711,0.0002119316,0.0003956442,0.00262659,0.001269563,0.0007056476,0.001418191,0.003405092],"category_scores_gemma":[0.0249592,0.0001733607,0.0001977814,0.0005746697,0.001619231,0.002233854,0.001101918,0.001196377,0.0001826428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00345101,"about_ca_system_score_gemma":0.008823449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03449777,"about_ca_topic_score_gemma":0.05856299,"domain_scores_codex":[0.9963633,0.002431673,0.0001062959,0.0001919716,0.0004443245,0.0004623806],"domain_scores_gemma":[0.9807231,0.01229,0.002380792,0.0002384977,0.001214576,0.003153059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003400884,0.0003739582,0.4482971,0.002347423,0.00006246644,0.008575219,0.1725042,0.0002423457,0.0008659759,0.004627909,0.0433199,0.3184434],"study_design_scores_gemma":[0.00007809251,0.0007343704,0.3894853,0.009179064,0.0001618181,0.01378345,0.4789625,0.0006917877,0.0006455425,0.006366081,0.09977321,0.0001388281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7179317,0.0393934,0.001430625,0.2236415,0.000684595,0.0001039339,0.0001805882,0.00003249746,0.01660112],"genre_scores_gemma":[0.9830649,0.007395585,0.001094769,0.007660955,0.0001074441,0.00003785443,0.00003573589,0.000005520658,0.0005971621],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03449777,"threshold_uncertainty_score":0.06859392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07443033722942252,"score_gpt":0.4004989291826082,"score_spread":0.3260685919531857,"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."}}