{"id":"W7117107416","doi":"10.1177/08465371251398520","title":"Contrast-Enhanced Mammography for Detection and Characterization of Invasive Lobular Carcinoma","year":2025,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Invasive lobular carcinoma; Mammography; Ultrasonography; Diagnostic accuracy; Breast imaging; Lobular carcinoma; Breast cancer; Invasive ductal carcinoma","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":[0.001226322,0.0004712685,0.000889353,0.004522411,0.000204915,0.0008956011,0.0005934717,0.0007516297,0.001149228],"category_scores_gemma":[0.003125049,0.0002931987,0.0005287366,0.001990066,0.0004261305,0.0004481338,0.0003419136,0.0008382022,0.0006567242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009027945,"about_ca_system_score_gemma":0.0008086182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007432013,"about_ca_topic_score_gemma":0.01096093,"domain_scores_codex":[0.9993439,0.0001961934,0.0000564254,0.00005758353,0.0002857558,0.0000600059],"domain_scores_gemma":[0.9989047,0.0004286378,0.0001413697,0.00003483354,0.0004341287,0.00005627171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008609195,0.0001149311,0.04974063,0.006887839,0.0003196638,0.004598962,0.0001910317,0.0006101164,0.03777299,0.001565149,0.01475418,0.8825836],"study_design_scores_gemma":[0.0002217614,0.001139205,0.3972991,0.01038679,0.002251688,0.1068464,0.0009477307,0.007161953,0.06396454,0.003605858,0.4059313,0.0002437641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02264231,0.9617015,0.005191919,0.001282663,0.0002421323,0.0000884205,0.0002767736,0.0001318852,0.008442407],"genre_scores_gemma":[0.2578063,0.7102879,0.02562353,0.001390125,0.0006848848,0.0001053931,0.0007146485,0.00004703835,0.003340195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007432013,"threshold_uncertainty_score":0.01477748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006221588086028047,"score_gpt":0.2200363863608586,"score_spread":0.2138147982748305,"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."}}