{"id":"W4220783756","doi":"10.14740/jcs453","title":"Juvenile Atypical Ductal Hyperplasia: A Case Report","year":2022,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Fibroadenoma; Population; Disease; Cancer; Young adult; Juvenile; Gynecology; Pediatrics; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009998714,0.0001038175,0.0004631429,0.0002596035,0.0001496059,0.00001029032,0.00005054243,0.00002866334,0.001077206],"category_scores_gemma":[0.000222186,0.00008361523,0.0004868551,0.0002342592,0.00003507899,0.00007724618,0.00007213467,0.0006786276,0.000008016293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231252,"about_ca_system_score_gemma":0.0006432328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003003945,"about_ca_topic_score_gemma":4.205868e-7,"domain_scores_codex":[0.9982814,0.00009518945,0.0007400563,0.0001239603,0.0005634134,0.0001959619],"domain_scores_gemma":[0.9987924,0.0001585603,0.0004515268,0.0001927436,0.0001566238,0.0002481081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0007308066,0.0009020734,0.1456487,0.00005449917,0.00007936238,0.7107213,0.00009676074,0.000007621675,0.0003709822,0.00005623134,0.1218523,0.01947937],"study_design_scores_gemma":[0.0003812985,0.0001063398,0.05553561,0.00005222272,0.0001163154,0.830258,0.0002267263,0.0000169216,0.00004253257,0.00002640794,0.1131665,0.00007108123],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923089,0.002985541,0.00005645513,0.001310883,0.003061302,0.00006225363,0.000008246049,0.00001144058,0.0001949883],"genre_scores_gemma":[0.9987507,0.00003061094,0.00006304195,0.00008295966,0.000842731,0.000005369758,0.000009483437,0.00001538608,0.0001997175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195367,"threshold_uncertainty_score":0.999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05063299971606029,"score_gpt":0.3082444945003141,"score_spread":0.2576114947842538,"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."}}