{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009144089,0.0003613587,0.0001736466,0.001051578,0.0001280775,0.000423053,0.000307551,0.0003067197,0.001623837],"category_scores_gemma":[0.005083084,0.00009409546,0.0001151296,0.0003893332,0.0003674974,0.0002892304,0.0003771495,0.0002008021,0.0004077869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002504006,"about_ca_system_score_gemma":0.0004647107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864906,"about_ca_topic_score_gemma":0.005699473,"domain_scores_codex":[0.9994203,0.0001604623,0.00009626666,0.00006134882,0.0001791174,0.00008261797],"domain_scores_gemma":[0.997789,0.0005653783,0.0008207278,0.0000972931,0.0004802669,0.000247294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000193979,0.00003078437,0.977999,0.00008784031,0.0000181922,0.0006575927,0.00007336436,0.0001008969,0.004935291,0.00003080205,0.0003507738,0.01552162],"study_design_scores_gemma":[0.00002459358,0.0003169353,0.9831102,0.00006522895,0.00004171636,0.01089367,0.0002280789,0.0008746476,0.002683526,0.00004706642,0.001705019,0.000009368095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943335,0.001549065,0.001183128,0.0001021383,0.00003296484,0.00007361054,0.0001985987,0.00002748642,0.002499554],"genre_scores_gemma":[0.9978363,0.0001561982,0.001512009,0.00003055238,0.00001701511,0.00001825849,0.0001855878,0.000003004973,0.0002411235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001864906,"threshold_uncertainty_score":0.005432308,"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."}}