{"id":"W2609130778","doi":"10.1016/j.diii.2017.02.009","title":"Ultrasound features of retroareolar breast carcinoma","year":2017,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Thunder Bay Regional Health Sciences Centre","funders":"","keywords":"Medicine; Ultrasound; Vascularity; Invasive ductal carcinoma; Carcinoma; Radiology; Ductal carcinoma; Invasive lobular carcinoma; Breast cancer; Nuclear medicine; Cancer; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001261379,0.00009866979,0.000184017,0.00006185417,0.0001846138,0.0000588495,0.00009812615,0.00002746429,0.0002623507],"category_scores_gemma":[0.00060065,0.0000837014,0.0001529192,0.0000208032,0.0002321774,0.000153217,0.00008034037,0.0001193372,0.00000644694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001622913,"about_ca_system_score_gemma":0.00002740566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002183035,"about_ca_topic_score_gemma":0.000005574619,"domain_scores_codex":[0.9993363,0.0000158816,0.0001848662,0.0001735015,0.0001558042,0.0001336213],"domain_scores_gemma":[0.9992008,0.0001714898,0.0001236695,0.0002781313,0.0001310709,0.00009482067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003812974,0.0001384925,0.9796837,0.0001081097,0.00003536698,0.00006449177,0.00004014961,6.316208e-8,0.001257432,0.002730666,0.002740196,0.01316322],"study_design_scores_gemma":[0.0007531045,0.0000596778,0.994542,0.0005512359,0.00009427754,0.00247423,0.0001216811,0.00002751633,0.0005355279,0.0005298997,0.0002336301,0.00007721149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893942,0.003102741,0.0002192346,0.001666018,0.0001520033,0.0001031744,0.00006919392,0.00001275532,0.005280624],"genre_scores_gemma":[0.998806,0.00003445984,0.0002373773,0.0001050194,0.0001267956,0.000006722614,0.00003695755,0.00001097541,0.0006356788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01485833,"threshold_uncertainty_score":0.3413244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115922890285251,"score_gpt":0.2751846875700391,"score_spread":0.263592398541514,"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."}}