{"id":"W2110445810","doi":"10.1148/radiol.2463070410","title":"Dedicated Breast CT: Initial Clinical Experience","year":2008,"lang":"en","type":"article","venue":"Radiology","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":349,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Biomedical Imaging and Bioengineering; University of California, Davis","keywords":"Medicine; Medical physics; Radiology; Breast imaging; Mammography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001326644,0.0001222408,0.0003556639,0.0001145003,0.00007747055,0.000005029643,0.0001073014,0.00006889011,0.000283596],"category_scores_gemma":[0.0001148722,0.0001011629,0.0001807294,0.0002485059,0.0009983697,0.0001082006,0.00003224752,0.0002470273,0.0001470973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001572656,"about_ca_system_score_gemma":0.0001108917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001960417,"about_ca_topic_score_gemma":7.479564e-7,"domain_scores_codex":[0.9988519,0.00006476566,0.0003442913,0.0003020788,0.000119773,0.0003171664],"domain_scores_gemma":[0.9992822,0.0001125803,0.00005931574,0.0002478805,0.00004762985,0.0002503244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003765558,0.0003953541,0.8900841,0.0000115282,0.0001112406,0.003729609,0.0002575584,6.018384e-7,0.0004036542,0.0003489603,0.0105733,0.09370752],"study_design_scores_gemma":[0.002033809,0.0004124612,0.7894614,0.00002980831,0.00003909622,0.1907642,0.00009823457,0.00006682472,0.0002931316,0.0001002687,0.01652134,0.0001794893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791532,0.0002215519,0.0002559549,0.0009538659,0.0004092334,0.0001058166,0.00001162616,0.0001276626,0.01876112],"genre_scores_gemma":[0.9971926,0.0000928174,0.0003029645,0.001503442,0.0005344973,0.00001145538,0.00004128733,0.00001339255,0.00030757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1870346,"threshold_uncertainty_score":0.4125304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05141495319866804,"score_gpt":0.3607142214315464,"score_spread":0.3092992682328783,"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."}}