{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007775647,0.0003309867,0.001051746,0.000157863,0.0001805247,0.00007048732,0.0001196106,0.00009627469,0.0003364066],"category_scores_gemma":[0.00009169102,0.00021372,0.0001364549,0.0004040013,0.0007066744,0.00009053823,0.0000967551,0.0004092059,0.00002447678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226836,"about_ca_system_score_gemma":0.0005441534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02792624,"about_ca_topic_score_gemma":0.003333156,"domain_scores_codex":[0.9956292,0.001177509,0.000740945,0.0008469845,0.0007644516,0.0008409293],"domain_scores_gemma":[0.9973649,0.0006917004,0.0001922622,0.0004869563,0.0006362711,0.0006279555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006487295,0.001774397,0.8305501,0.0001125693,0.001408847,0.0002132222,0.0004390634,0.000001785296,0.000004196331,0.00004048361,0.0001441366,0.1588239],"study_design_scores_gemma":[0.008259614,0.006101927,0.9823588,0.0007898676,0.0006112173,0.000008184818,0.000762261,0.0001025518,0.00007604768,0.000006969864,0.0007162859,0.000206304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918084,0.0007504928,0.00001317719,0.000941216,0.0003911595,0.001648435,0.00429768,0.00003237704,0.0001170798],"genre_scores_gemma":[0.9979249,0.0005926039,0.0002438824,0.0001276506,0.000406759,0.0003348956,0.0002480804,0.00005838062,0.00006285001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1586176,"threshold_uncertainty_score":0.9785469,"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."}}