{"id":"W3020832404","doi":"10.1007/978-981-15-1412-8_7","title":"Digital Breast Tomosynthesis","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; Mount Sinai Hospital; University Health Network","funders":"","keywords":"Digital Breast Tomosynthesis; Breast cancer; Computer science; Mammography; Radiation dose; Computer vision; Artificial intelligence; Nuclear medicine; Medicine; Medical physics; 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":[0.0001430723,0.000704405,0.0003769227,0.001104841,0.0004500556,0.001376566,0.0007442939,0.0007309971,0.1954254],"category_scores_gemma":[0.0005064001,0.0003551666,0.0002708143,0.0008425601,0.0003820658,0.001091736,0.0009802277,0.001098704,0.08628289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003600003,"about_ca_system_score_gemma":0.0004147955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006515731,"about_ca_topic_score_gemma":0.003109286,"domain_scores_codex":[0.9998989,0.000009534218,0.000003563846,0.00001668186,0.00006301593,0.000008183681],"domain_scores_gemma":[0.9998603,0.00005975598,0.000004886999,0.00002001924,0.00003848097,0.00001654549],"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":[0.00002869379,0.00004878879,0.0001017731,0.0003308923,0.000005922382,0.0002364433,0.000112562,0.0004608907,0.004459633,0.03214189,0.3632561,0.5988165],"study_design_scores_gemma":[0.000002220207,0.00001203147,0.0002137445,0.00009311696,0.000003832529,0.0009111991,0.0000274636,0.0002285493,0.00065331,0.006230869,0.9916183,0.000005357504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006220112,0.01450492,0.01479274,0.0007693958,0.001603681,0.00004432062,0.0002417675,0.0006705752,0.9667507],"genre_scores_gemma":[0.002208636,0.006491066,0.004077931,0.0004915966,0.0003002472,0.00001484428,0.0001605629,0.0001355539,0.9861195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1954254,"threshold_uncertainty_score":0.6537629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197938357856435,"score_gpt":0.2069834805105776,"score_spread":0.1950040969320133,"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."}}