{"id":"W4412662529","doi":"10.14740/wjon2588","title":"Clinicopathological Features of HER2 Expressing Lobular Carcinoma of Breast","year":2025,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Invasive lobular carcinoma; Lobular carcinoma; Oncology; Breast carcinoma; Breast cancer; Pathology; Radiology; Internal medicine; Cancer; Invasive ductal carcinoma; Ductal carcinoma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005580319,0.0002636839,0.0002142006,0.001484311,0.0002841796,0.0004462886,0.0002544148,0.0002830415,0.00142526],"category_scores_gemma":[0.001702012,0.0001458241,0.0001163718,0.001191483,0.0004044171,0.000364401,0.0003000863,0.0001299167,0.000400626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241187,"about_ca_system_score_gemma":0.0002949959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006208639,"about_ca_topic_score_gemma":0.0009716419,"domain_scores_codex":[0.9997516,0.00005028351,0.00004678748,0.00004064897,0.00006840454,0.00004222617],"domain_scores_gemma":[0.9988151,0.0003098441,0.0005155641,0.00007408488,0.0001575824,0.0001279625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000108006,0.00001655376,0.9848039,0.00005652065,0.0000161092,0.008551526,0.00008960773,0.00006508546,0.001929999,0.00002183253,0.0001561864,0.004184765],"study_design_scores_gemma":[0.00001315458,0.0001253848,0.9216071,0.00002272712,0.00003149648,0.07565936,0.00036171,0.000167488,0.0006210361,0.00007366228,0.001309026,0.00000788246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964901,0.001958103,0.0002490848,0.00002800064,0.000006745594,0.00003178867,0.0002175119,0.000009403491,0.001009229],"genre_scores_gemma":[0.9990755,0.0004054514,0.0001434917,0.00001371509,0.00001305614,0.00001710707,0.00021093,0.000001923364,0.0001187951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001484311,"threshold_uncertainty_score":0.004768014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312146015555963,"score_gpt":0.3356174472871084,"score_spread":0.3124959871315488,"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."}}