{"id":"W3005433336","doi":"10.1093/neuonc/noaa025","title":"Estrogen/progesterone receptor and HER2 discordance between primary tumor and brain metastases in breast cancer and its effect on treatment and survival","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Toronto; Sunnybrook Health Science Centre","funders":"National Cancer Institute; Masonic Cancer Center, University of Minnesota; National Institutes of Health; National Center for Advancing Translational Sciences; University of Minnesota","keywords":"Breast cancer; Estrogen; Oncology; Internal medicine; Medicine; Progesterone receptor; Estrogen receptor; Cancer; Primary tumor; Metastasis","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":[0.0002026998,0.0003314239,0.0009089523,0.00006648755,0.00006562083,0.00002244405,0.00003394316,0.00006835699,0.0000186471],"category_scores_gemma":[0.00006287346,0.0002346631,0.00003927134,0.000113525,0.0001454626,0.00007145301,0.00009123133,0.000189264,0.000002520132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492091,"about_ca_system_score_gemma":0.0001012225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000165323,"about_ca_topic_score_gemma":0.00007495473,"domain_scores_codex":[0.9982511,0.0004132348,0.0002563413,0.0006526478,0.0001201759,0.0003064574],"domain_scores_gemma":[0.9983626,0.001016054,0.00009704618,0.0001293397,0.00001606343,0.0003789127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003009081,0.000428552,0.6728873,0.0003883712,0.0003533143,0.001033965,0.000432643,0.000001308842,0.05625197,0.000129413,0.0002264996,0.2648576],"study_design_scores_gemma":[0.02587996,0.03669768,0.8882241,0.0001959509,0.001133905,0.001175157,0.0001631423,0.00004686031,0.01972313,0.00001452214,0.02627912,0.0004664262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659218,0.004278644,0.000001758464,0.02824903,0.00007139079,0.0009878669,0.0004237622,0.00002830286,0.00003746787],"genre_scores_gemma":[0.9949369,0.001458417,0.0002061685,0.002945215,0.0001811491,0.0001657583,0.00005667394,0.00003706082,0.00001261125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2643912,"threshold_uncertainty_score":0.9569285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02705868606800896,"score_gpt":0.3086234255814649,"score_spread":0.2815647395134559,"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."}}