{"id":"W2042702856","doi":"10.1002/cncr.20418","title":"The risk of central nervous system metastases after trastuzumab therapy in patients with breast carcinoma","year":2004,"lang":"en","type":"article","venue":"Cancer","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Regional Laboratory Medicine Program","funders":"","keywords":"Medicine; Trastuzumab; Internal medicine; Oncology; Breast cancer; Odds ratio; Retrospective cohort study; Breast carcinoma; Confidence interval; Lymph node; Metastatic breast cancer; 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":[0.0001745508,0.0001462675,0.0002799201,0.0000645382,0.0000533045,0.00001547471,0.0001318143,0.00004496867,0.00008352927],"category_scores_gemma":[0.00001355855,0.00007890991,0.00006785045,0.0002793657,0.0001629605,0.00005005806,0.00002016974,0.0002341811,0.000004717609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009009615,"about_ca_system_score_gemma":0.0006190679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004491656,"about_ca_topic_score_gemma":0.001096041,"domain_scores_codex":[0.998482,0.00009267086,0.0002413676,0.0002248418,0.0005207327,0.0004384108],"domain_scores_gemma":[0.9991931,0.00004138291,0.00008497286,0.0003673075,0.0001831549,0.0001301289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002970319,0.0001521617,0.9579172,0.000127479,0.0001223693,0.00003733405,0.0005817783,0.0002027947,0.00002502428,0.00002503258,0.0001038378,0.03773467],"study_design_scores_gemma":[0.005024526,0.0005988415,0.9919969,0.0003458511,0.00005086114,0.00001027134,0.0002698845,0.00001265177,0.0009190171,0.000005442371,0.0006772872,0.00008850334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949276,0.003426146,0.00001450007,0.0002506058,0.0001364161,0.0007908274,0.0002751766,0.00001704841,0.0001617135],"genre_scores_gemma":[0.9991537,0.0003023728,0.00004039638,0.00005770473,0.0001079953,0.0002522682,0.000007620051,0.0000324007,0.0000455669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03764617,"threshold_uncertainty_score":0.679007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174048891362329,"score_gpt":0.2716143540079717,"score_spread":0.2598738650943485,"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."}}