{"id":"W2058853928","doi":"10.1016/j.clon.2011.09.008","title":"Expression of HER2neu in Ductal Carcinoma in situ is Associated with Local Recurrence","year":2011,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Health Sciences Centre; Women's College Hospital; University of Toronto","funders":"Canadian Breast Cancer Research Alliance","keywords":"Medicine; Ductal carcinoma; Immunohistochemistry; Internal medicine; Gastroenterology; Breast cancer; Oncology; Pathology; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002784001,0.0001127984,0.0003821786,0.00003264406,0.00001263627,7.760995e-7,0.0001280455,0.0002974893,0.00002235264],"category_scores_gemma":[0.0002315586,0.00008910961,0.00005990447,0.0001040093,0.0003804882,0.000002904556,0.0001222792,0.0001684832,0.000003510455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005515828,"about_ca_system_score_gemma":0.0001876616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001576904,"about_ca_topic_score_gemma":0.00205865,"domain_scores_codex":[0.9987519,0.0002128083,0.0004319553,0.0003406394,0.00006571649,0.000197022],"domain_scores_gemma":[0.9994088,0.0001129784,0.0001771063,0.0001904225,0.00005970986,0.00005097583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001227036,0.001281853,0.9853709,0.000006180562,0.00003715278,0.0001183753,0.0003736423,0.000001770673,0.003665741,0.000009929434,0.0004071749,0.007500239],"study_design_scores_gemma":[0.002854952,0.001984922,0.9611554,0.00005103953,0.00001698193,0.00001063583,0.0001875215,0.000003983802,0.03329867,0.00006741313,0.0002628149,0.0001056734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965695,0.0003110339,0.00003016629,0.0001307408,0.0001368517,0.0001125601,0.000008828873,0.000003540951,0.002696813],"genre_scores_gemma":[0.9992938,0.0001035819,0.0002808877,0.000191542,0.00004731501,0.0000263917,0.00001939317,0.000008918944,0.0000281361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02963293,"threshold_uncertainty_score":0.3633785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07065172253604395,"score_gpt":0.3592918167565173,"score_spread":0.2886400942204734,"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."}}