{"id":"W2907345836","doi":"10.1158/1078-0432.ccr-18-2366","title":"Central Nervous System Metastasis in Patients with HER2-Positive Metastatic Breast Cancer: Patient Characteristics, Treatment, and Survival from SystHERs","year":2018,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Roche (Canada)","funders":"","keywords":"Medicine; Lapatinib; Metastatic breast cancer; Metastasis; Brain metastasis; Internal medicine; Oncology; Breast cancer; Trastuzumab; Cancer","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":[0.0003953975,0.0001566698,0.0002815966,0.0004301616,0.0002535267,0.0003179365,0.0002321512,0.0002597346,0.00151833],"category_scores_gemma":[0.001196153,0.0001136077,0.0003142072,0.0006737107,0.0001407134,0.0003201939,0.0002563325,0.0003356545,0.0002182075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003620826,"about_ca_system_score_gemma":0.0004432324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003124118,"about_ca_topic_score_gemma":0.00777647,"domain_scores_codex":[0.9997664,0.00004373674,0.0000317611,0.0000631481,0.00006078722,0.00003424519],"domain_scores_gemma":[0.9991004,0.0001210139,0.0005037645,0.00003664229,0.00009850562,0.0001396399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005532804,0.00006502016,0.9964964,0.00002460228,0.00007413987,0.00007561332,0.00002239675,0.0000487851,0.000302543,0.0000127453,0.0005163482,0.001808072],"study_design_scores_gemma":[0.00007517765,0.0002632666,0.9983709,0.00001565017,0.00007312196,0.0003406912,0.00005896981,0.0001631784,0.0001159761,0.00002173101,0.0004961259,0.000005157882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973125,0.0004734559,0.00004143737,0.0001250314,0.000006934051,0.00001371194,0.001562218,0.00000336006,0.0004612933],"genre_scores_gemma":[0.9964483,0.0003484247,0.00006655136,0.0001109018,0.00002770527,0.0000267565,0.002732976,0.000002128137,0.0002362339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003124118,"threshold_uncertainty_score":0.006211877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08659103759164789,"score_gpt":0.4244379308689902,"score_spread":0.3378468932773424,"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."}}