{"id":"W2147509358","doi":"10.1148/radiol.14141792","title":"Should the Axilla Be Included in Screening US?","year":2015,"lang":"en","type":"letter","venue":"Radiology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Axilla; Breast imaging; Interventional radiology; Nuclear medicine; Breast cancer; Radiology; Mammography; Internal medicine; Cancer","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":[0.002696989,0.0007362254,0.001343036,0.001049246,0.005060423,0.003643471,0.001985046,0.08728221,0.009337947],"category_scores_gemma":[0.0254185,0.001233905,0.001732036,0.0009345035,0.003141602,0.005617271,0.002311408,0.0410109,0.003553095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005091314,"about_ca_system_score_gemma":0.005603319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346278,"about_ca_topic_score_gemma":0.02556567,"domain_scores_codex":[0.9969987,0.0008625333,0.0005632228,0.0003682217,0.0005339829,0.0006734025],"domain_scores_gemma":[0.9936453,0.00293735,0.0006538486,0.0002406168,0.0008987179,0.001624175],"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":[0.0002714633,0.0001839239,0.01957917,0.0002335375,0.00009983377,0.06547774,0.0007534199,0.0003618044,0.0009977196,0.008024562,0.8739471,0.03006957],"study_design_scores_gemma":[0.0004350031,0.0004030076,0.01877597,0.002940462,0.0003115746,0.1086317,0.004696537,0.002236064,0.001151311,0.03974915,0.8203478,0.0003213543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001675814,0.001463241,0.00008606412,0.9861196,0.006324866,0.000008388356,0.00003035144,0.00001203542,0.004279575],"genre_scores_gemma":[0.01850825,0.001911615,0.0004519901,0.9376254,0.03646279,0.00002444845,0.00003902287,0.0000178747,0.004958697],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08728221,"threshold_uncertainty_score":0.03694022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026906778014338,"score_gpt":0.315479679092089,"score_spread":0.2127890012906552,"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."}}