{"id":"W2346990431","doi":"10.1002/cncr.30043","title":"Breast cancer detection rate with ultrasound comparable to mammography","year":2016,"lang":"en","type":"article","venue":"Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mammography; Breast cancer; Ultrasound; Magnetic resonance imaging; Breast ultrasound; Radiology; Breast cancer screening; Cancer; Biopsy; Cancer detection; Medical physics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005848178,0.0002580819,0.000801935,0.001584431,0.0001512349,0.0007971252,0.0003920592,0.0006836505,0.00656942],"category_scores_gemma":[0.02917908,0.0001956055,0.000886686,0.00112478,0.0002791109,0.000751214,0.0004438472,0.0005362261,0.001264379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005853815,"about_ca_system_score_gemma":0.0004379038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002612475,"about_ca_topic_score_gemma":0.001985451,"domain_scores_codex":[0.9950093,0.00244444,0.0003687207,0.0007283483,0.001189058,0.0002600033],"domain_scores_gemma":[0.9859434,0.008350026,0.002174448,0.001073984,0.0019229,0.0005352438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002668072,0.0005912081,0.611733,0.000896474,0.0006580763,0.0007790458,0.0003621811,0.0008875762,0.00250863,0.0007536056,0.01149887,0.3666632],"study_design_scores_gemma":[0.0003074519,0.00264591,0.9636532,0.0004295771,0.0009083474,0.005002152,0.0003630592,0.001531687,0.003628939,0.001035412,0.02043965,0.00005471937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8245323,0.03800396,0.01402523,0.008400993,0.001203327,0.001106127,0.00775501,0.001312322,0.1036608],"genre_scores_gemma":[0.9878938,0.002956345,0.002343493,0.001052837,0.0005448733,0.00008700123,0.001496954,0.00006481125,0.0035598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00656942,"threshold_uncertainty_score":0.03092855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0372204066006962,"score_gpt":0.3178399107167032,"score_spread":0.280619504116007,"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."}}