{"id":"W4235689381","doi":"10.1148/cases.20214543","title":"Diabetic mastopathy","year":2021,"lang":"en","type":"standard","venue":"","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"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":[0.0003394056,0.0002696467,0.0001944025,0.001080891,0.0006581336,0.0004711081,0.0003682791,0.0004121558,0.06858655],"category_scores_gemma":[0.001267256,0.00007977451,0.0002529805,0.00122357,0.0001696853,0.0002090848,0.0004064464,0.0006111896,0.01336149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006200839,"about_ca_system_score_gemma":0.0009176072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005038279,"about_ca_topic_score_gemma":0.01147444,"domain_scores_codex":[0.9997223,0.00004702242,0.00002019393,0.00002934816,0.0001263232,0.0000548288],"domain_scores_gemma":[0.999537,0.00008765167,0.00005733112,0.0000307647,0.0001293267,0.0001580298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001051207,0.001306547,0.04551691,0.000370119,0.00003386139,0.003285043,0.00008794577,0.0004048064,0.001367364,0.0101961,0.2840666,0.6523135],"study_design_scores_gemma":[0.0002020669,0.0008302998,0.1520847,0.0004443222,0.00005670888,0.01313034,0.0001721592,0.0004971782,0.001456025,0.003338681,0.8277609,0.00002661793],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03851882,0.005405124,0.0008259364,0.003229279,0.0008200335,0.0002171451,0.005475653,0.0002394883,0.9452686],"genre_scores_gemma":[0.2148222,0.01163692,0.002529221,0.003886795,0.001076119,0.0001656459,0.009319247,0.0001164555,0.7564474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06858655,"threshold_uncertainty_score":0.2294449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478067148847211,"score_gpt":0.2577814185369642,"score_spread":0.2430007470484921,"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."}}