{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000648239,0.00026692,0.0002810053,0.00007880532,0.0001118434,0.00001188494,0.0002447028,0.0001700111,0.000009024423],"category_scores_gemma":[0.0001038283,0.0002306436,0.00008725218,0.0001205711,0.00008088958,0.00000300049,0.0003185622,0.00008215149,0.0001192662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008808145,"about_ca_system_score_gemma":0.0001294872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001315165,"about_ca_topic_score_gemma":0.0008640303,"domain_scores_codex":[0.9984604,0.00005068866,0.0001909205,0.0007022594,0.0001236761,0.0004720945],"domain_scores_gemma":[0.9991517,0.00001434181,0.00004381194,0.0005427207,0.00006593285,0.0001815052],"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":[0.0009554858,0.0004297191,0.01019291,0.00003315604,0.0001624854,0.001138669,0.003714515,0.00263792,0.9760941,0.0005303423,0.002235339,0.001875387],"study_design_scores_gemma":[0.003461941,0.001692526,0.130134,0.00002670923,0.0001037704,0.0007875193,0.0002746896,0.000004692732,0.8571826,0.002060898,0.003534308,0.000736363],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848455,0.0003217793,0.008535411,0.005430997,0.0002302318,0.0003729961,0.00008762419,0.00003130438,0.0001441902],"genre_scores_gemma":[0.9896913,0.00003118127,0.003636635,0.005894303,0.0002440192,0.0001745593,0.00004592317,0.00004244579,0.0002396932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1199411,"threshold_uncertainty_score":0.9405373,"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."}}