{"id":"W2912987702","doi":"10.1002/jcu.22693","title":"Is contralateral breast ultrasound worthwhile in preoperative staging of breast cancer?","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Ultrasound","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Breast cancer; Radiology; Biopsy; Occult; Mammography; Cancer; Retrospective cohort study; Breast imaging; Surgery; Internal medicine; Pathology","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":[0.001048936,0.0002453716,0.000361653,0.0007364773,0.0002220722,0.0005437249,0.000260575,0.000568784,0.001009751],"category_scores_gemma":[0.006211553,0.0001664528,0.0002067859,0.0006471419,0.0004607963,0.0006397707,0.0002331038,0.0004161437,0.0002182643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002541116,"about_ca_system_score_gemma":0.000665682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001674778,"about_ca_topic_score_gemma":0.004362053,"domain_scores_codex":[0.9995248,0.0001531872,0.00006408987,0.0000542942,0.0001135864,0.00008999871],"domain_scores_gemma":[0.9974484,0.0008964745,0.0008452798,0.0001251329,0.0003068772,0.0003777456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003100348,0.00004164335,0.979658,0.00005876974,0.000009127039,0.000950572,0.00005627676,0.00006191218,0.0006828234,0.00002138402,0.0002546252,0.01789484],"study_design_scores_gemma":[0.00004049873,0.0009635465,0.973408,0.0001543187,0.00009763764,0.02055858,0.0006720861,0.0008431967,0.0014151,0.000142269,0.001687067,0.0000177429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912603,0.005464572,0.0003939027,0.0007105527,0.0001257517,0.00001495435,0.00008101957,0.00002155442,0.001927406],"genre_scores_gemma":[0.9979996,0.001171025,0.0004067118,0.0001372544,0.0001320304,0.000005169951,0.0000753119,0.000003459685,0.00006936648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001674778,"threshold_uncertainty_score":0.005547404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810210243635919,"score_gpt":0.3452874624691738,"score_spread":0.3271853600328146,"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."}}