{"id":"W4396591179","doi":"10.1158/1538-7445.sabcs23-gs02-02","title":"Abstract GS02-02: Are nodal ITCs after neoadjuvant chemotherapy an indication for axillary dissection? The OPBC05/EUBREAST-14R/ICARO study","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Axillary Dissection; NODAL; Dissection (medical); Chemotherapy; Oncology; Breast cancer; Internal medicine; Radiology; Cancer; Mastectomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001419645,0.0003500641,0.0003723465,0.0006209213,0.0002730812,0.0008570383,0.0008894289,0.0005778862,0.002342157],"category_scores_gemma":[0.001459893,0.000242932,0.000503915,0.00135086,0.0003429703,0.0004928567,0.0006008149,0.0005084131,0.0005283419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005775958,"about_ca_system_score_gemma":0.0005345683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006416519,"about_ca_topic_score_gemma":0.01300481,"domain_scores_codex":[0.9992651,0.0003048302,0.00006774739,0.0001351164,0.0001104546,0.0001167359],"domain_scores_gemma":[0.9984907,0.0002115462,0.0006469173,0.0001761272,0.0001132565,0.0003613819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003662727,0.0001693491,0.9921118,0.00004523755,0.0001371319,0.00009567413,0.00005433767,0.00009795372,0.0005765125,0.00004037582,0.0009288637,0.002079958],"study_design_scores_gemma":[0.0004008783,0.0006815197,0.9965147,0.0000378314,0.0001582879,0.000221337,0.0002617399,0.0001832969,0.0001303543,0.0000457526,0.00135721,0.000007196086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938455,0.0006221049,0.0000841884,0.000142158,0.00001549205,0.00006163244,0.003222257,0.000005425976,0.002001182],"genre_scores_gemma":[0.9932288,0.000171689,0.0000832021,0.0002169003,0.00003188564,0.00005570285,0.005609005,0.000007736167,0.0005951071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006416519,"threshold_uncertainty_score":0.01275837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09843576198026013,"score_gpt":0.5145686091155839,"score_spread":0.4161328471353237,"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."}}