{"id":"W2047034979","doi":"10.1097/01.mp.0000038462.62634.b1","title":"The Role of HER2/neu Overexpression/Amplification in the Progression of Ductal Carcinoma In Situ to Invasive Carcinoma of the Breast","year":2002,"lang":"en","type":"article","venue":"Modern Pathology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"","keywords":"Ductal carcinoma; Pathology; Invasive ductal carcinoma; In situ; HER2/neu; Carcinoma in situ; Medicine; Breast carcinoma; Immunohistochemistry; Carcinoma; Biology; Breast cancer; Internal medicine; Cancer; Chemistry","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":[0.001190529,0.0002432639,0.0001785753,0.001205044,0.0002810567,0.0006169043,0.0002922818,0.0002561947,0.0008361541],"category_scores_gemma":[0.002894553,0.0003054124,0.0001319549,0.000620527,0.0004991386,0.0004117474,0.0002725449,0.0002308842,0.0002336933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935315,"about_ca_system_score_gemma":0.0002463202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001373167,"about_ca_topic_score_gemma":0.001745477,"domain_scores_codex":[0.9994867,0.0002052846,0.00005063074,0.00005095529,0.0001261976,0.00008023628],"domain_scores_gemma":[0.9983215,0.0007156252,0.0005257697,0.00008035917,0.0002014342,0.0001553126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004909579,0.00008249404,0.9704347,0.00007371004,0.00002968664,0.001980273,0.0002928075,0.0001965536,0.01079283,0.0000634578,0.000149071,0.01541342],"study_design_scores_gemma":[0.00001283078,0.0001734764,0.9891821,0.00001619721,0.00003027853,0.007128545,0.0002747662,0.0004706915,0.002120374,0.00009570488,0.000484799,0.00001029458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979715,0.001185378,0.0001497131,0.0000213216,0.000003392757,0.000009176368,0.00003085756,0.000005702939,0.0006229269],"genre_scores_gemma":[0.9987276,0.0007383194,0.0002112166,0.00001283636,0.00001918945,0.000008528099,0.00008145586,0.000002266861,0.0001986332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001373167,"threshold_uncertainty_score":0.006296217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184448073635069,"score_gpt":0.3110719908158152,"score_spread":0.2792275100794645,"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."}}