{"id":"W2140328505","doi":"10.1503/cmaj.090416","title":"Office management of a palpable breast lump with aspiration","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Breast cancer; Medicine; Sister; General surgery; Right breast; Surgery; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007994262,0.00007914299,0.0001674172,0.0001264421,0.000120431,0.00002593835,0.00008907676,0.0002001492,0.00439742],"category_scores_gemma":[0.00006337933,0.00006095018,0.00005762093,0.0002266676,0.00003400329,0.00006989705,0.000007533971,0.0007000479,0.00006039506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002181721,"about_ca_system_score_gemma":0.001458911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338812,"about_ca_topic_score_gemma":0.01067168,"domain_scores_codex":[0.9983454,0.00003182396,0.0002648241,0.0001018528,0.000987492,0.000268637],"domain_scores_gemma":[0.9982011,0.0000226573,0.000161833,0.0001155708,0.0004141869,0.00108464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002065645,0.0003336802,0.4238521,0.0001482223,0.000757871,0.002467042,0.0002882222,0.000005979977,0.0008604155,0.005561206,0.05119087,0.5143278],"study_design_scores_gemma":[0.001788082,0.0001403322,0.8914518,0.000182047,0.000113564,0.004051435,0.0003296715,0.000154771,0.00003125644,0.00002986065,0.1016313,0.00009584601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582834,0.00004753927,0.0001897539,0.01768831,0.0003845536,0.0001558877,0.0000167661,0.00001343558,0.02322039],"genre_scores_gemma":[0.9956937,0.00001560746,0.000723004,0.001858902,0.0005454645,0.000003918745,0.00001040295,0.00001164988,0.001137359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.514232,"threshold_uncertainty_score":0.9965127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004235799808808146,"score_gpt":0.2031248204341605,"score_spread":0.1988890206253523,"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."}}