{"id":"W2168191810","doi":"10.1148/radiol.2523080670","title":"Breast Imaging Reporting and Data System Lexicon for US: Interobserver Agreement for Assessment of Breast Masses","year":2009,"lang":"en","type":"article","venue":"Radiology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Breast imaging; Lexicon; Mammography; Medical physics; Radiology; Breast cancer; Linguistics; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03089883,0.0005618224,0.001250726,0.007229771,0.0008130528,0.002275204,0.001552347,0.0007129653,0.00176429],"category_scores_gemma":[0.1013355,0.0004662984,0.0009144171,0.003708243,0.0007574924,0.001901225,0.002871086,0.0006144233,0.001393274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624464,"about_ca_system_score_gemma":0.002615751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002221487,"about_ca_topic_score_gemma":0.00303319,"domain_scores_codex":[0.9731774,0.01036453,0.007769529,0.001581449,0.006492335,0.0006147148],"domain_scores_gemma":[0.9077405,0.02856179,0.01685689,0.01120842,0.03414869,0.001483661],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001601237,0.0001773482,0.8728881,0.0007399049,0.0003448748,0.0002670693,0.001753609,0.001150041,0.005414873,0.001101731,0.010084,0.1044773],"study_design_scores_gemma":[0.0001789449,0.000474573,0.9637672,0.0003501577,0.0003083169,0.001933047,0.001254911,0.01163734,0.004886829,0.0009432069,0.01412099,0.000144361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124058,0.002454598,0.05058475,0.0005030908,0.0003659433,0.005028696,0.01167415,0.001477523,0.01550538],"genre_scores_gemma":[0.9320145,0.0003844917,0.04767783,0.0002041488,0.00007732169,0.003919613,0.0146279,0.0002701019,0.0008240677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9691012,"threshold_uncertainty_score":0.1634106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07195101557146968,"score_gpt":0.3668040423205818,"score_spread":0.2948530267491122,"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."}}