{"id":"W4401305978","doi":"10.1093/noajnl/vdae090.027","title":"BMRK-05 ASSOCIATION BETWEEN HER2-LOW STATUS AND TIME TO DEVELOPMENT OF BRAIN METASTASES AMONG PATIENTS WITH BREAST CANCER: A RETROSPECTIVE COHORT STUDY","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Statistics Canada; University of Toronto","funders":"","keywords":"Breast cancer; Medicine; Retrospective cohort study; Oncology; Association (psychology); Cohort; Internal medicine; Cancer; Psychology","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":[0.0003878185,0.0001672011,0.0003095551,0.0005592561,0.0004545577,0.0006121228,0.0003457839,0.0002800291,0.002228459],"category_scores_gemma":[0.00119728,0.0002726652,0.000326083,0.0008988085,0.0001662447,0.0003401732,0.0003540448,0.0004274193,0.0003944235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003384641,"about_ca_system_score_gemma":0.0003590327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00975664,"about_ca_topic_score_gemma":0.008480828,"domain_scores_codex":[0.9996474,0.00007085018,0.00004447124,0.0001056697,0.00006015443,0.00007146064],"domain_scores_gemma":[0.9989753,0.0001227444,0.0004860859,0.0001001287,0.0001302017,0.0001856366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009683632,0.00001315764,0.9993666,0.000004039699,0.00002876844,0.00005190086,0.00001637759,0.000009920891,0.000111957,0.000004265974,0.0000655138,0.0002307219],"study_design_scores_gemma":[0.00001157706,0.00008063324,0.9991216,0.000003641844,0.00002943241,0.0003235619,0.00008732178,0.00007400783,0.00005395523,0.000007812793,0.0002040697,0.00000251361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983353,0.0001792861,0.00004414978,0.00002028477,0.000004900915,0.000008700739,0.001038413,0.000002250611,0.0003668131],"genre_scores_gemma":[0.998947,0.00006806627,0.00004336867,0.0000185056,0.00000712663,0.00001307553,0.0007161879,0.000002049868,0.0001847562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00975664,"threshold_uncertainty_score":0.01939964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00602676977012286,"score_gpt":0.2808943494392627,"score_spread":0.2748675796691398,"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."}}