{"id":"W2253584488","doi":"10.1093/jnci/djv367","title":"Ultrasound as the Primary Screening Test for Breast Cancer: Analysis From ACRIN 6666","year":2015,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":311,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Women's College Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Mammography; Medicine; Breast cancer; Digital mammography; Biopsy; Cancer; Confidence interval; Incidence (geometry); Ultrasound; Radiology; Internal medicine; Oncology; Nuclear medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009361001,0.0001817867,0.0004302875,0.0001613099,0.0002814279,0.00008357963,0.0005599099,0.00008280668,0.0001266923],"category_scores_gemma":[0.00112809,0.0001023799,0.0004993143,0.0008895322,0.0001788755,0.0004965764,0.00006932121,0.0004282461,0.00000368791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149979,"about_ca_system_score_gemma":0.002581464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00318365,"about_ca_topic_score_gemma":0.00169302,"domain_scores_codex":[0.9972168,0.00004551074,0.0005629587,0.0001976134,0.001729737,0.0002473364],"domain_scores_gemma":[0.9963548,0.0003887078,0.0006404534,0.0001922831,0.002206774,0.0002169691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003421784,0.0002048659,0.7661986,0.00005247285,0.00537049,0.0000374011,0.0009671986,0.07743736,0.004642036,0.0005324974,0.1223346,0.01880072],"study_design_scores_gemma":[0.003351494,0.0001579377,0.9166705,0.0004975283,0.003149145,0.0008446284,0.0002750617,0.0007588351,0.001006653,0.001606637,0.07143866,0.0002429417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9174656,0.007967656,0.004052623,0.0585911,0.004215851,0.0008475408,0.002793728,0.00003610796,0.004029766],"genre_scores_gemma":[0.9832984,0.0002813291,0.001952785,0.009591498,0.004249527,0.00003927297,0.00002467019,0.000016391,0.0005461579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1504719,"threshold_uncertainty_score":0.4812748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251069672111243,"score_gpt":0.3887927062758166,"score_spread":0.2636857390646923,"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."}}