{"id":"W2000477149","doi":"10.1038/modpathol.3800273","title":"Invasive lobular carcinoma: to grade or not to grade","year":2004,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Invasive lobular carcinoma; Lobular carcinoma; Grading (engineering); Medicine; Pathology; Estrogen receptor; Breast cancer; Carcinoma; Progesterone receptor; Nottingham Prognostic Index; Oncology; Cancer; Internal medicine; Ductal carcinoma; Invasive ductal carcinoma; Biology","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":[0.002166964,0.0002557356,0.0003939207,0.001649598,0.000309474,0.000941966,0.0004990384,0.0003821746,0.00194266],"category_scores_gemma":[0.007603814,0.000131136,0.0003368659,0.001491701,0.0007144848,0.001249052,0.0004741742,0.0004862014,0.0003963677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000462054,"about_ca_system_score_gemma":0.000404715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002003942,"about_ca_topic_score_gemma":0.005664094,"domain_scores_codex":[0.9992562,0.0003770595,0.00009465351,0.00008492942,0.0001210535,0.00006609335],"domain_scores_gemma":[0.9971452,0.001192486,0.0006308741,0.0003264861,0.0004512749,0.0002537732],"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":[0.001553923,0.00007244846,0.9552862,0.0001837159,0.0001932714,0.0002012732,0.0005138761,0.0001912551,0.002204722,0.001287117,0.001195978,0.03711621],"study_design_scores_gemma":[0.00008845528,0.001324586,0.9768902,0.0001673575,0.0003693276,0.0020569,0.001951199,0.001049409,0.001936116,0.005105594,0.009029519,0.00003128164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757829,0.00738205,0.001553621,0.001295273,0.0002735064,0.00004697972,0.0006605528,0.00002693772,0.0129781],"genre_scores_gemma":[0.997421,0.0009414436,0.0004176326,0.0001177609,0.0001019111,0.000006851045,0.0002573004,0.000007774098,0.0007283354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002166964,"threshold_uncertainty_score":0.01146013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545304145106005,"score_gpt":0.277868220207788,"score_spread":0.252415178756728,"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."}}