{"id":"W4289878419","doi":"10.1093/noajnl/vdac078.082","title":"SYST-03 INCIDENCE AND SURVIVAL OF PATIENTS WITH INTRACRANIAL METASTATIC DISEASE AND ERBB2-POSITIVE GASTROINTESTINAL CANCERS: A RETROSPECTIVE COHORT STUDY","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo; St. Michael's Hospital","funders":"","keywords":"Medicine; Internal medicine; Cancer; Esophageal cancer; Colorectal cancer; Gastroenterology; Incidence (geometry); Retrospective cohort study; Cohort; Proportional hazards model; Oncology; Gastrointestinal cancer; Cancer registry","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":[0.0003491523,0.0002072417,0.0007301555,0.00009292404,0.0002703457,0.000007592606,0.00006309246,0.000007559941,0.00004999532],"category_scores_gemma":[0.0004233405,0.0001631377,0.0000354969,0.0002142853,0.0004480218,0.0001295815,0.0001938939,0.0002929863,3.481688e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001998518,"about_ca_system_score_gemma":0.0002180055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008332743,"about_ca_topic_score_gemma":0.0002049052,"domain_scores_codex":[0.998007,0.0004269078,0.0003024579,0.000518114,0.0005116104,0.0002339124],"domain_scores_gemma":[0.9987432,0.0004055008,0.0002655466,0.000167972,0.0002580699,0.0001597054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004433103,0.0005961448,0.9917592,0.00008248471,0.0001808025,0.00134692,0.0004428934,0.00002409207,0.0001481832,0.0000611642,0.00001788515,0.0009071027],"study_design_scores_gemma":[0.003298855,0.01329905,0.978501,0.00004026257,0.000880931,0.000295959,0.003385482,0.00004718753,0.00001293733,0.00005361485,0.00006209353,0.0001226512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967176,0.001062519,0.00004844423,0.0001327785,0.0001490862,0.001470597,0.0002455389,0.0000175031,0.0001559643],"genre_scores_gemma":[0.9988657,0.00009628253,0.0005510772,0.000141538,0.00003825034,0.000267919,0.0000150526,0.00001645,0.000007683672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01325825,"threshold_uncertainty_score":0.6652562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051949765451,"score_gpt":0.2757687117044601,"score_spread":0.2652492140499501,"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."}}