{"id":"W4301649695","doi":"10.37549/ar2067","title":"Fibroadenoma within a radial scar","year":2014,"lang":"en","type":"article","venue":"Applied Radiology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Fibroadenoma; Computer science; Medicine; 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":[0.0001967622,0.0001306645,0.0003374266,0.00007959964,0.00006779861,0.000005274943,0.00009100039,0.0001780311,0.0001979238],"category_scores_gemma":[0.00002433528,0.0001044124,0.00006828667,0.0001062154,0.0001551239,0.0000120745,0.00003157539,0.000200284,0.0003129374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003027024,"about_ca_system_score_gemma":0.00004687614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001960996,"about_ca_topic_score_gemma":0.000003052758,"domain_scores_codex":[0.9991323,0.00004091494,0.0001927349,0.0002795928,0.00008591268,0.0002685382],"domain_scores_gemma":[0.9993575,0.00006528862,0.00005142137,0.0003468127,0.00001833118,0.0001606055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001866975,0.0003218686,0.03473687,0.0001415686,0.0003142569,0.0001475172,0.001349345,0.0001210203,0.347752,0.482445,0.03345631,0.09734726],"study_design_scores_gemma":[0.009768459,0.001326646,0.8488002,0.00003915436,0.0003142849,0.007507963,0.0002260145,0.001788643,0.006413819,0.006882131,0.1162569,0.0006757274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527334,0.0001332791,0.0007268969,0.0009115596,0.000234377,0.000220278,0.00000167918,0.00009695225,0.0449416],"genre_scores_gemma":[0.9950974,0.00000471433,0.002112345,0.00150752,0.0007923496,0.00003449143,0.00002410686,0.0000223693,0.0004047232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8140634,"threshold_uncertainty_score":0.4257814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008171466467309655,"score_gpt":0.2184013005245333,"score_spread":0.2102298340572236,"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."}}