{"id":"W2010663973","doi":"10.1148/radiol.2283020961","title":"Contrast-enhanced Digital Mammography: Initial Clinical Experience","year":2003,"lang":"en","type":"article","venue":"Radiology","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":277,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Mammography; Digital mammography; Radiology; Biopsy; Ductal carcinoma; Breast cancer; Magnetic resonance imaging; Breast MRI; Lesion; Contrast (vision); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001153273,0.0007477668,0.0004089372,0.0004693054,0.0004611461,0.0007329928,0.0005100763,0.001213283,0.002087017],"category_scores_gemma":[0.007425191,0.000378888,0.0002490444,0.0004015744,0.0007132973,0.0007221754,0.0008238397,0.0007531529,0.0009824417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003037358,"about_ca_system_score_gemma":0.000296319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004946398,"about_ca_topic_score_gemma":0.0005866549,"domain_scores_codex":[0.9991568,0.0003220068,0.00005326965,0.000146144,0.0001591517,0.0001626886],"domain_scores_gemma":[0.9984525,0.0005374593,0.0001373917,0.0001571101,0.0001583021,0.0005571783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003108808,0.004667139,0.7195806,0.0004133297,0.0001332315,0.05965469,0.00342378,0.000799511,0.01724326,0.0003396719,0.004527543,0.1861085],"study_design_scores_gemma":[0.001416223,0.02416683,0.4254748,0.0003592353,0.0002498728,0.4882673,0.00257503,0.002669387,0.01481169,0.0008163305,0.03901438,0.0001788748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992052,0.003932628,0.001112916,0.0004469377,0.00003658992,0.00006008353,0.00004554488,0.00004006077,0.002273244],"genre_scores_gemma":[0.9946389,0.00217831,0.001504913,0.0006074758,0.0001164259,0.00003117136,0.0001385573,0.00001211927,0.000772085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002087017,"threshold_uncertainty_score":0.00698179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661048930699573,"score_gpt":0.3436770602444811,"score_spread":0.3170665709374854,"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."}}