{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004009835,0.0002326745,0.0006910161,0.0001558723,0.00009943257,0.00001973468,0.00005129298,0.00006032812,0.0001458485],"category_scores_gemma":[0.000156516,0.0001693095,0.00004301697,0.000359612,0.00007586495,0.0001732625,0.00006190771,0.0001870526,0.00001513829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007299454,"about_ca_system_score_gemma":0.0002812594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001071552,"about_ca_topic_score_gemma":0.0003537186,"domain_scores_codex":[0.998087,0.0002139245,0.0003626861,0.0005427485,0.000464897,0.00032872],"domain_scores_gemma":[0.9987003,0.0005635655,0.000189518,0.0001547572,0.0002075623,0.0001842919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003014245,0.0006134476,0.9587346,0.00006028127,0.001172503,0.00005082186,0.0007100767,0.00001292741,0.0000812375,0.000003570016,0.0004959168,0.03776316],"study_design_scores_gemma":[0.002103593,0.003129891,0.9861725,0.0001081926,0.0007684785,0.00000506581,0.0001547748,0.000006012733,0.0003371574,0.00001107569,0.007061588,0.0001416875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960081,0.0003886614,0.00003032714,0.0008789158,0.0001374503,0.001872407,0.0004983349,0.00006244742,0.0001233743],"genre_scores_gemma":[0.9979377,0.00005076662,0.001168146,0.000201658,0.00006497821,0.0002844725,0.00009611095,0.00003092971,0.0001652695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03762148,"threshold_uncertainty_score":0.690424,"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."}}