{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002396296,0.0005161006,0.0005246661,0.001520971,0.0004385533,0.0005465069,0.0005164623,0.0004251435,0.004210231],"category_scores_gemma":[0.00577007,0.0004438084,0.001172828,0.002196597,0.000204967,0.0003841976,0.0008057714,0.0007201442,0.0009763197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003331069,"about_ca_system_score_gemma":0.0004491851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008263594,"about_ca_topic_score_gemma":0.009513068,"domain_scores_codex":[0.9977934,0.001049508,0.0002085713,0.0002861397,0.0004900564,0.0001723873],"domain_scores_gemma":[0.9946718,0.001712254,0.002345497,0.0004119898,0.000446514,0.0004119608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001455062,0.00005811239,0.9948571,0.00007759289,0.0003209879,0.00006474453,0.00004825729,0.00005898234,0.0001238367,0.00001727009,0.0008652336,0.002052783],"study_design_scores_gemma":[0.0001072361,0.0002767292,0.9975448,0.00003363884,0.0002748956,0.000240775,0.0001202284,0.000234222,0.00002702859,0.00001303963,0.001120507,0.000006728461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905267,0.003099544,0.0002416641,0.0001075208,0.00002742305,0.00006178991,0.0043568,0.0000139823,0.001564602],"genre_scores_gemma":[0.993923,0.0008574056,0.0001906681,0.00008977384,0.00004161384,0.00007225586,0.004017568,0.00002129931,0.0007863341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008263594,"threshold_uncertainty_score":0.01643097,"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."}}