{"id":"W3026700267","doi":"10.1117/12.2560358","title":"Full-size anthropomorphic phantom for 2D and 3D breast x-ray imaging","year":2020,"lang":"en","type":"article","venue":"","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Hospital","funders":"","keywords":"Imaging phantom; Materials science; Mammography; Biomedical engineering; Breast imaging; Digital mammography; Medical imaging; Nuclear medicine; Computer science; Breast cancer; Medicine; Artificial intelligence","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":[0.0005969068,0.0006904951,0.0003351849,0.0004900082,0.0001854189,0.0004590748,0.0005417719,0.0005715831,0.009983905],"category_scores_gemma":[0.0009941335,0.0004753753,0.0003128168,0.0003604067,0.0002500647,0.0003800738,0.0005221852,0.0004205187,0.001619134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931135,"about_ca_system_score_gemma":0.0003253946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001932401,"about_ca_topic_score_gemma":0.0003910332,"domain_scores_codex":[0.9998187,0.00005142945,0.00001183476,0.00002928239,0.00007821208,0.00001055265],"domain_scores_gemma":[0.9995443,0.0002167565,0.00004239458,0.0001194902,0.00005077172,0.0000262026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004576868,0.0002656931,0.001735235,0.0006545684,0.00005465184,0.0009374623,0.0002616595,0.02420669,0.8357927,0.01029047,0.009250652,0.1160925],"study_design_scores_gemma":[0.0002032773,0.001598736,0.01197816,0.0002189366,0.00018234,0.01603103,0.0002028485,0.1824056,0.4940563,0.006626551,0.2862417,0.0002546264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05105892,0.001586779,0.9320909,0.0003329183,0.0001772387,0.0007281303,0.001583809,0.003867764,0.008573504],"genre_scores_gemma":[0.1945113,0.001273269,0.7916399,0.0002921818,0.00003198395,0.001516417,0.00172177,0.0005707938,0.008442281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009983905,"threshold_uncertainty_score":0.03339946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007940824026691707,"score_gpt":0.2185135039855763,"score_spread":0.2105726799588846,"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."}}