{"id":"W3094198797","doi":"10.3389/fonc.2020.574552","title":"Isobaric Tags for Relative and Absolute Quantitation in Proteomic Analysis of Potential Biomarkers in Invasive Cancer, Ductal Carcinoma In Situ, and Mammary Fibroadenoma","year":2020,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Fibroadenoma; Ductal carcinoma; Breast cancer; Breast Fibroadenoma; Proteomics; Medicine; Malignancy; Pathology; Cancer; Oncology; Cancer research; Biology; Internal medicine","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":[0.003086018,0.001590177,0.0007752222,0.002972536,0.0008029787,0.001119692,0.001349477,0.001039599,0.003154904],"category_scores_gemma":[0.002348503,0.0006575039,0.001293904,0.003449792,0.0007604104,0.001111282,0.0009449021,0.001557971,0.00240826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000430036,"about_ca_system_score_gemma":0.0008023167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004001706,"about_ca_topic_score_gemma":0.0007671798,"domain_scores_codex":[0.9972941,0.001034825,0.0003109895,0.0004790349,0.0007189325,0.0001621114],"domain_scores_gemma":[0.9991217,0.00022044,0.0002442225,0.0001477648,0.0002154709,0.00005040244],"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":[0.000390289,0.0001916302,0.001151763,0.0008603715,0.00008990405,0.0003014879,0.0001423989,0.0004148326,0.9760261,0.00165447,0.0007766003,0.01800021],"study_design_scores_gemma":[0.00008018877,0.0006856145,0.02254292,0.0002693345,0.0002346622,0.002776454,0.0002372455,0.01051037,0.914329,0.002080049,0.04614662,0.0001075135],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.270221,0.02539912,0.6834558,0.0009959411,0.001691555,0.001075076,0.004543194,0.002131927,0.0104864],"genre_scores_gemma":[0.2595681,0.01397446,0.7015278,0.0009017987,0.0003142614,0.003992582,0.007899803,0.0007050458,0.01111625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003154904,"threshold_uncertainty_score":0.01632059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517553534777564,"score_gpt":0.28889880190839,"score_spread":0.2737232665606143,"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."}}