{"id":"W3201228382","doi":"10.1177/08465371211038765","title":"Digital Breast Tomosynthesis: One Step Forward","year":2021,"lang":"en","type":"letter","venue":"Canadian Association of Radiologists Journal","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Digital Breast Tomosynthesis; Tomosynthesis; Medical physics; Radiology; Mammography; Breast cancer; Internal medicine","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":[0.002569429,0.0009591742,0.001210481,0.001528184,0.004238972,0.004983594,0.002131968,0.0639398,0.0148604],"category_scores_gemma":[0.01808781,0.0007630014,0.001615038,0.0007119597,0.00370042,0.006166192,0.00199132,0.04925805,0.006383625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007758685,"about_ca_system_score_gemma":0.008243611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01502258,"about_ca_topic_score_gemma":0.03864147,"domain_scores_codex":[0.9970264,0.0006127812,0.0003981121,0.0003891693,0.001060247,0.0005131817],"domain_scores_gemma":[0.9884942,0.004374028,0.0004914645,0.0003425861,0.002860124,0.003437501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008661344,0.00009629118,0.00149227,0.0001174063,0.00002334894,0.01802887,0.0001388535,0.0001505839,0.0004989447,0.005518606,0.9525854,0.02126278],"study_design_scores_gemma":[0.0002308192,0.0001582514,0.002984741,0.001235416,0.00007123384,0.0348768,0.001036214,0.001327007,0.0002684092,0.02382707,0.93385,0.0001341484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003428535,0.001422432,0.0001689948,0.9832303,0.01057142,0.00001025318,0.0000228355,0.0000248322,0.0042061],"genre_scores_gemma":[0.01073512,0.006427927,0.001877013,0.812309,0.1539786,0.00003764306,0.00009295917,0.000043625,0.01449803],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0639398,"threshold_uncertainty_score":0.05629349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294419679528634,"score_gpt":0.2181135201549691,"score_spread":0.2051693233596827,"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."}}