{"id":"W3096942474","doi":"10.1097/md.0000000000023136","title":"Postoperative Yanghe decoction regimen improves outcomes for idiopathic granulomatous mastitis","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Medicine; Decoction; Regimen; Demographics; Group B; Etiology; Surgery; Group A; Internal medicine; Gastroenterology","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":[0.000190523,0.0001966124,0.0005431346,0.00007775302,0.0001182805,0.000008070076,0.00008071974,0.00009357713,0.0001481685],"category_scores_gemma":[0.0003967549,0.0001297073,0.0001115818,0.0001972724,0.0001218672,0.00006802928,0.00002891813,0.0001764484,0.00004226823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004604266,"about_ca_system_score_gemma":0.0000772132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007909699,"about_ca_topic_score_gemma":0.00001145486,"domain_scores_codex":[0.9988181,0.00003066422,0.0003187892,0.0003292956,0.000253363,0.0002498118],"domain_scores_gemma":[0.9991769,0.00005995552,0.00008139686,0.0002066149,0.0001723796,0.0003027546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003437025,0.0005102954,0.1050152,0.001750791,0.0006911377,0.0007285841,0.01521109,0.000004902437,0.4807003,0.005150822,0.1000572,0.2867427],"study_design_scores_gemma":[0.02313735,0.01234828,0.8800349,0.001307194,0.001209627,0.0009058824,0.007463235,0.00330342,0.01238975,0.0008246755,0.05632589,0.0007497524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7487649,0.002227372,0.004390297,0.2401351,0.0005540322,0.001307339,0.0000207969,0.0002313525,0.002368752],"genre_scores_gemma":[0.9876041,0.00004615729,0.0005748306,0.009851694,0.0007168117,0.00008447363,0.00004238161,0.0000342283,0.001045286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7750198,"threshold_uncertainty_score":0.5289311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920193217628595,"score_gpt":0.2839146554477047,"score_spread":0.2547127232714188,"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."}}