{"id":"W48390390","doi":"","title":"Redefining ultrasound appearance criteria of positive axillary lymph nodes.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Radiology; Fine-needle aspiration; Breast cancer; Biopsy; Lymph; Lymph node; Sentinel lymph node; Cancer; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008586779,0.0001202933,0.0001413073,0.00002176913,0.00005002251,0.000009623739,0.00009570256,0.00006274942,0.000006063111],"category_scores_gemma":[0.00005930367,0.0001159911,0.00006370413,0.0000585132,0.00009282858,0.000004172809,0.00005793636,0.0000257412,0.000004512803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003236079,"about_ca_system_score_gemma":0.00001769463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003305012,"about_ca_topic_score_gemma":0.00000782286,"domain_scores_codex":[0.9992577,0.00002459858,0.0001447483,0.0002394055,0.00008714318,0.0002463316],"domain_scores_gemma":[0.9996166,0.00001238311,0.00006866108,0.0002011653,0.00005482024,0.00004634527],"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":[0.00127777,0.0006673445,0.2379602,0.0001373338,0.001545952,0.00001670356,0.001020588,0.0001551715,0.1956088,0.0005924659,0.00500558,0.556012],"study_design_scores_gemma":[0.0007052766,0.00001261604,0.8771741,0.00001467794,0.00003105803,0.00003337306,0.00004940722,0.000001814579,0.1186912,0.00002269109,0.003120999,0.0001427315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802362,0.009275667,0.0001392905,0.0005575131,0.00013902,0.0002212241,0.00008383993,0.00001806157,0.009329127],"genre_scores_gemma":[0.9981736,0.0003106384,0.0004908014,0.0002475398,0.0002346353,0.0002495497,0.0000435307,0.00001603668,0.0002336922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6392139,"threshold_uncertainty_score":0.4729979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062673655515227,"score_gpt":0.2297317565212114,"score_spread":0.2191050199660591,"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."}}