{"id":"W4384070077","doi":"10.1093/noajnl/vdad071.032","title":"HER2-LOW BREAST CANCER BRAIN METASTASES: INCIDENCE AND TREATMENT IMPLICATIONS","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Trastuzumab; Oncology; Breast cancer; Immunohistochemistry; Internal medicine; Incidence (geometry); Cohort; Cancer; Stage (stratigraphy); Retrospective cohort study; Gynecology","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":[0.0004657775,0.0001624188,0.00019726,0.0007408451,0.0002067132,0.0005715567,0.0003027848,0.0003185822,0.002447581],"category_scores_gemma":[0.001266816,0.0001323829,0.0001336663,0.000870883,0.0002271347,0.0003583384,0.000291846,0.0003689744,0.0002835498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004248645,"about_ca_system_score_gemma":0.0002538285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003307073,"about_ca_topic_score_gemma":0.004949162,"domain_scores_codex":[0.9997743,0.00007099182,0.00001748573,0.00004436318,0.00004425213,0.00004858237],"domain_scores_gemma":[0.999365,0.0001434003,0.0002990281,0.00001966481,0.00008270941,0.00009017168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002815685,0.00003423853,0.9910066,0.00003116333,0.00002945413,0.0003349896,0.00002861462,0.0000516567,0.0004481697,0.00005620548,0.0005414967,0.007155921],"study_design_scores_gemma":[0.0000170618,0.00007278936,0.9971887,0.00002106908,0.00001983959,0.001506874,0.0002049062,0.0002535827,0.0001191217,0.0001190882,0.0004737156,0.000003142787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929033,0.004581281,0.00008146845,0.0005693348,0.00001164187,0.000006262737,0.0005545849,0.000004367233,0.001287816],"genre_scores_gemma":[0.998828,0.0007125096,0.00002594257,0.00004474346,0.00003129552,0.000002550837,0.0002312465,9.731446e-7,0.0001227359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003307073,"threshold_uncertainty_score":0.00818795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470365732554824,"score_gpt":0.3600264539926832,"score_spread":0.3353227966671349,"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."}}