{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004707001,0.000229484,0.000240661,0.0009819929,0.0001214684,0.0005136441,0.0001158582,0.0002371715,0.001161574],"category_scores_gemma":[0.002614374,0.00009978244,0.000128929,0.000503727,0.000164115,0.0002126527,0.0001641468,0.0002667059,0.0002715976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578921,"about_ca_system_score_gemma":0.0001082045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007589296,"about_ca_topic_score_gemma":0.001662108,"domain_scores_codex":[0.9998038,0.00009459291,0.00002294422,0.00001474135,0.00003536024,0.00002847183],"domain_scores_gemma":[0.9990355,0.0004004475,0.0002437521,0.00007090168,0.0001426361,0.000106742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003275913,0.00006158261,0.8985565,0.0001709599,0.00007229901,0.0003844542,0.0002072046,0.0004029681,0.0294384,0.0001823462,0.0002746948,0.06697285],"study_design_scores_gemma":[0.0000290404,0.0008266544,0.9847761,0.00003650046,0.0001155147,0.001572402,0.0001237799,0.0007208121,0.00901515,0.0004104066,0.002361723,0.00001204445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904625,0.006289058,0.0006686459,0.0001201316,0.00002446913,0.00001514881,0.0001836325,0.00001162151,0.002224861],"genre_scores_gemma":[0.9983815,0.0007763298,0.0003035316,0.00002262657,0.00001886981,0.000003170069,0.0001319582,0.000001486031,0.0003605452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001161574,"threshold_uncertainty_score":0.003885865,"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."}}