{"id":"W4292804159","doi":"","title":"Ultrasound as an Adjunct to Mammography for Breast Cancer Screening: A Health Technology Assessment.","year":2016,"lang":"en","type":"review","venue":"PubMed","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mammography; Breast cancer; Context (archaeology); Ultrasound; Breast cancer screening; Prospective cohort study; Cohort study; Medical physics; Gynecology; Cancer; Radiology; 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":[0.01515233,0.001279161,0.00473803,0.01851492,0.0006000003,0.00434826,0.001547602,0.002952571,0.003593995],"category_scores_gemma":[0.05959098,0.001112741,0.007289195,0.01440644,0.001135026,0.002770083,0.002147983,0.002100037,0.00039677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01910909,"about_ca_system_score_gemma":0.0147136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07350688,"about_ca_topic_score_gemma":0.13213,"domain_scores_codex":[0.9784374,0.007914118,0.003550549,0.0009107018,0.008843905,0.0003432465],"domain_scores_gemma":[0.9597838,0.02197923,0.01117364,0.0005591087,0.005969361,0.0005348732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001262649,0.00009866517,0.01141569,0.3707162,0.00835939,0.0001445096,0.0003461873,0.0005997434,0.0004728562,0.001799254,0.01242296,0.5923619],"study_design_scores_gemma":[0.003274666,0.002668665,0.1266792,0.6654497,0.08248688,0.001899003,0.0004688727,0.002410949,0.0006449918,0.002846406,0.1109087,0.0002621357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009196338,0.9958149,0.0001586384,0.001520648,0.0001025966,0.0002245096,0.0003773941,0.00001002549,0.0008717254],"genre_scores_gemma":[0.03379816,0.9580607,0.003589463,0.002320908,0.0004184764,0.0007590202,0.0006953672,0.000007410703,0.000350475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07350688,"threshold_uncertainty_score":0.146158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1406518342141887,"score_gpt":0.439406327837697,"score_spread":0.2987544936235083,"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."}}