{"id":"W2128475762","doi":"10.1016/j.clon.2008.03.006","title":"Prevalence of Overt Metastases in Locally Advanced Breast Cancer","year":2008,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Cancer; Oncology; Breast cancer; Internal medicine","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":[0.000442891,0.0001821853,0.0002560128,0.001572793,0.0002861845,0.0006047952,0.0003485338,0.0005338788,0.004182463],"category_scores_gemma":[0.003830851,0.0002579966,0.0002129698,0.001005998,0.0003759099,0.000589948,0.0004884923,0.0006432845,0.0003899615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193685,"about_ca_system_score_gemma":0.0002168023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002927418,"about_ca_topic_score_gemma":0.004099113,"domain_scores_codex":[0.999561,0.000127066,0.00005476859,0.00008056837,0.00009852143,0.00007793181],"domain_scores_gemma":[0.9970566,0.0008708785,0.001173622,0.0001735407,0.0002274267,0.000498024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000986962,0.00001426002,0.9965442,0.00001972214,0.00001234269,0.0001221299,0.00005044463,0.00002111297,0.000576182,0.00003000803,0.00009250339,0.002418253],"study_design_scores_gemma":[0.000001998053,0.0000429299,0.9979838,0.000007027644,0.00002022077,0.001428154,0.0001988016,0.0000782573,0.00007074657,0.00003501555,0.0001300814,0.00000308945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966356,0.001403587,0.0001393927,0.0001474306,0.000009569246,0.000004241171,0.0003256576,0.00001130551,0.001323154],"genre_scores_gemma":[0.9991769,0.0004300786,0.00006699134,0.0000215598,0.00001897018,0.000002032251,0.0001083684,0.000002280902,0.0001727902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004182463,"threshold_uncertainty_score":0.01399171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09903482006619745,"score_gpt":0.4840270392796454,"score_spread":0.384992219213448,"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."}}