{"id":"W2077044371","doi":"10.1102/1470-7330.2012.0047","title":"The negative predictive value of ultrasound-guided 14-gauge core needle biopsy of breast masses: a validation study of 339 cases","year":2012,"lang":"en","type":"article","venue":"Cancer Imaging","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Predictive value; Radiology; Biopsy; Core biopsy; Gauge (firearms); Ultrasound; Value (mathematics); BI-RADS; Breast cancer; Mammography; Internal medicine; Statistics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000327807,0.0001430932,0.000332207,0.00009419588,0.00008904395,0.000007618903,0.000113894,0.00002886352,0.00006197506],"category_scores_gemma":[0.0001746404,0.00009901485,0.00008569696,0.0003548316,0.0002334331,0.0001667888,0.00004996743,0.0001190508,8.096428e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001056327,"about_ca_system_score_gemma":0.000177094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003294253,"about_ca_topic_score_gemma":0.00001527789,"domain_scores_codex":[0.9987818,0.00008261042,0.0004124085,0.0001610147,0.000331224,0.0002309641],"domain_scores_gemma":[0.998347,0.0003474939,0.0003644897,0.0003524297,0.0004984739,0.00009005296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002875404,0.0005290405,0.9420286,0.0001232748,0.000202798,0.000005366051,0.008589199,0.00003192488,0.04537285,0.0002627999,0.0006581662,0.001908398],"study_design_scores_gemma":[0.001757679,0.000186113,0.9374493,0.0003295639,0.0004718495,0.0005477348,0.03329755,0.0002090033,0.02554344,0.00007229204,0.00003676168,0.00009872493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969759,0.0009418984,0.0001511053,0.00013068,0.0002175293,0.0005939197,0.0001710227,0.00001640776,0.000801528],"genre_scores_gemma":[0.9994811,0.00003370313,0.0001489307,0.00002778616,0.0001498193,0.00005671587,0.00001236838,0.00002129625,0.00006824426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02470835,"threshold_uncertainty_score":0.4979948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03717126050724635,"score_gpt":0.3267711331068135,"score_spread":0.2895998725995672,"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."}}