{"id":"W2192446798","doi":"10.1016/s0140-6736(15)00787-4","title":"Adjunctive ultrasonography in breast cancer screening","year":2015,"lang":"en","type":"letter","venue":"The Lancet","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Mammography; Tomosynthesis; Breast cancer; Digital Breast Tomosynthesis; Digital mammography; Breast cancer screening; Medical physics; Radiology; Population; Gynecology; Cancer; 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":[0.000302089,0.0003074529,0.0008059744,0.0003271376,0.00004112426,0.00007445199,0.000354239,0.0002387174,0.0000742949],"category_scores_gemma":[0.00001806738,0.0001941062,0.0002425463,0.0007446509,0.0002091226,0.0001401743,0.00004507443,0.001995299,0.00001697735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005935276,"about_ca_system_score_gemma":0.0001075329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000464947,"about_ca_topic_score_gemma":0.00001846411,"domain_scores_codex":[0.9983346,0.00007197127,0.000220373,0.0003377316,0.0004424833,0.0005928701],"domain_scores_gemma":[0.9990124,0.00009247236,0.0001191346,0.0005910967,0.0001109929,0.00007388664],"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":[0.0002450526,0.00002146837,0.06106857,0.0001101671,0.0002069368,0.0002636143,0.0001372587,0.000003257331,0.000005259978,0.00000784436,0.9225578,0.01537279],"study_design_scores_gemma":[0.002093912,0.00004212943,0.1502838,0.001443616,0.0002052327,0.0007154846,0.00007632413,0.00002551438,0.000005560733,0.0004092476,0.8443848,0.0003144016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003084749,0.001744236,0.00002309713,0.9632069,0.0003304924,0.0003758512,0.0008341631,0.0001221621,0.03027832],"genre_scores_gemma":[0.04406204,0.0002766927,0.0002292665,0.9362768,0.0177082,0.0001066799,0.0004588297,0.00008568494,0.0007958275],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08921523,"threshold_uncertainty_score":0.8668693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0362560689576286,"score_gpt":0.2840835276208042,"score_spread":0.2478274586631756,"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."}}