{"id":"W4322496315","doi":"10.3390/curroncol30030215","title":"Factors Influencing Lymph Node Positivity in HER2/neu+ Breast Cancer Patients","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Moffitt Cancer Center","keywords":"Medicine; Breast cancer; Axillary lymph nodes; Lymph node; Lymph; Stage (stratigraphy); Oncology; Internal medicine; Axilla; Cancer; Radiology; Primary tumor; Metastasis; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000208762,0.000100747,0.0001445085,0.0003464511,0.0001871814,0.0002429431,0.0001005585,0.0001564641,0.0009178284],"category_scores_gemma":[0.001138939,0.00009246309,0.0001315948,0.0005493192,0.0001258496,0.000174656,0.0001033887,0.0002195946,0.0001130066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505424,"about_ca_system_score_gemma":0.0001797849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228391,"about_ca_topic_score_gemma":0.004600755,"domain_scores_codex":[0.9998674,0.00004534294,0.0000151724,0.0000214876,0.00002751272,0.00002306083],"domain_scores_gemma":[0.9994837,0.0001718398,0.0002234602,0.00001305692,0.00003587279,0.00007215388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003455348,0.000008088281,0.9989005,0.000003893399,0.000004841206,0.00006248306,0.00001819447,0.0000126092,0.0001425355,0.000003146972,0.00003081847,0.0007781629],"study_design_scores_gemma":[0.000002409494,0.00004250419,0.9992505,0.000003448247,0.00001059025,0.0003391041,0.00008227411,0.00004353419,0.00008297438,0.000008606147,0.0001326564,0.000001299025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990644,0.0004597814,0.00003209697,0.00003206702,0.000002890439,0.000002410686,0.00008758608,0.000001091355,0.0003177628],"genre_scores_gemma":[0.9996196,0.0001611447,0.00003713695,0.00001523435,0.000005525381,0.000002788413,0.00009181793,6.661066e-7,0.000066123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00228391,"threshold_uncertainty_score":0.004541278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04503064106651408,"score_gpt":0.3585275316807038,"score_spread":0.3134968906141897,"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."}}