{"id":"W1997484646","doi":"10.1002/path.1045","title":"Mitotic counts provide additional prognostic information in grade II mammary carcinoma","year":2002,"lang":"en","type":"article","venue":"The Journal of Pathology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Grading (engineering); Medicine; Oncology; Internal medicine; Cohort; Breast cancer; Mammary gland; Cancer; Immunohistochemistry; Pathology; 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":[0.00008364943,0.00005171913,0.00007032035,0.00003795639,0.00003759317,0.000003038591,0.00009032857,0.00003960534,0.0001022665],"category_scores_gemma":[0.00007069275,0.00003515285,0.0000271779,0.00003572815,0.00004676043,0.000008843353,0.00003927601,0.00006954977,0.00001910578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001745179,"about_ca_system_score_gemma":0.00002498069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001480271,"about_ca_topic_score_gemma":0.000004097115,"domain_scores_codex":[0.9996185,0.0000522213,0.0001476088,0.00003338001,0.00006526963,0.00008303591],"domain_scores_gemma":[0.9997307,0.00002380583,0.0001084571,0.00007219045,0.00005013525,0.00001472261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007218785,0.001449212,0.1238433,0.0001437621,0.0005075812,0.0009491815,0.006114547,0.0004715849,0.02178089,0.0009780672,0.782982,0.06005799],"study_design_scores_gemma":[0.003491657,0.001669478,0.8395628,0.00008426487,0.0001631581,0.01134446,0.0003379657,0.0002314461,0.003259045,0.001499695,0.138019,0.0003371002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936303,0.001968048,0.0002138555,0.002193244,0.0002565753,0.0001147839,0.00007490923,0.000003225153,0.001545091],"genre_scores_gemma":[0.9991058,0.0001617728,0.0002154437,0.0002752613,0.0001231715,0.000005871048,0.00002763168,0.000002917938,0.00008215601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7157194,"threshold_uncertainty_score":0.1433492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116325346964326,"score_gpt":0.2165857617792421,"score_spread":0.2054225083095989,"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."}}