{"id":"W3021904373","doi":"10.1007/978-981-15-1412-8_13","title":"Benign Breast Diseases","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University Health Network; Women's College Hospital","funders":"","keywords":"Fibroadenoma; Fibrocystic disease; Fibrocystic Breast Disease; Medicine; Parenchyma; Breast tissue; Fat necrosis; Mammography; Pathology; Hamartoma; Breast cancer; Internal medicine; Cancer","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":[0.0001854118,0.000696091,0.0004679559,0.001225393,0.0006971812,0.001229063,0.0006638539,0.0007448441,0.1364607],"category_scores_gemma":[0.00062722,0.0002876206,0.0002820217,0.0007980132,0.0004562191,0.0009044295,0.001252392,0.001258359,0.08078837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004825467,"about_ca_system_score_gemma":0.0007058601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111632,"about_ca_topic_score_gemma":0.006134934,"domain_scores_codex":[0.9998682,0.00001826276,0.000005779994,0.00001763171,0.00007117991,0.00001903672],"domain_scores_gemma":[0.9998323,0.00005827404,0.000009245555,0.00001694169,0.00004396738,0.00003921939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001590849,0.00005387062,0.0001746657,0.0002908987,0.000003790946,0.0002787923,0.0001653035,0.0001926482,0.0006684666,0.01792022,0.716123,0.2641125],"study_design_scores_gemma":[0.000001278235,0.000008828035,0.0002124069,0.0001152032,0.000001563905,0.0005053005,0.00002278764,0.00002245266,0.00004579477,0.001988937,0.9970737,0.000001738773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000491623,0.02994699,0.001062908,0.001331873,0.003082602,0.00005194963,0.0001713727,0.0001351525,0.9637255],"genre_scores_gemma":[0.001615352,0.01620528,0.0007276615,0.001334854,0.001083605,0.00002522407,0.0001681784,0.00004488511,0.9787949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1364607,"threshold_uncertainty_score":0.4565066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741327349563672,"score_gpt":0.2181767297267272,"score_spread":0.2007634562310905,"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."}}