{"id":"W3117230682","doi":"10.1093/noajnl/vdaa178","title":"Incidence and real-world burden of brain metastases from solid tumors and hematologic malignancies in Ontario: a population-based study","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Toronto General Hospital; University of Toronto; Sunnybrook Health Science Centre; Cancer Care Ontario","funders":"","keywords":"Medicine; Breast cancer; Cancer registry; Internal medicine; Cancer; Malignancy; Lung cancer; Incidence (geometry); Kidney cancer; Oncology; Population; Melanoma; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002782524,0.0002355977,0.0002530029,0.001081192,0.0009611039,0.0008033116,0.0007449746,0.000304278,0.001711733],"category_scores_gemma":[0.001682581,0.0003001641,0.0005376932,0.003402082,0.0005148466,0.0004203303,0.0006972954,0.0003593765,0.0001751023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0123211,"about_ca_system_score_gemma":0.009849559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.936825,"about_ca_topic_score_gemma":0.9561455,"domain_scores_codex":[0.9994572,0.00003804188,0.00006314507,0.0001150203,0.0001917167,0.0001349426],"domain_scores_gemma":[0.9982318,0.00007828204,0.0008414644,0.00007635962,0.0004390575,0.0003330315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001483141,0.000006411768,0.9985943,0.00002087639,0.00002824012,0.00004688948,0.0002063716,0.00003410859,0.00006645325,0.00001959411,0.0003739915,0.0005878051],"study_design_scores_gemma":[0.000002934922,0.000007378843,0.9991811,0.000009350925,0.00001295713,0.00004956759,0.0003116352,0.00007684811,0.00001049075,0.000008324257,0.0003263241,0.000003143401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989213,0.0005639755,0.00007952961,0.0002850695,0.000007067465,0.00003374305,0.008119533,0.0000102024,0.001687682],"genre_scores_gemma":[0.9977551,0.0002859301,0.00004816019,0.00003641179,0.000005101175,0.0000134833,0.001617543,0.000002046946,0.0002362448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06317496,"threshold_uncertainty_score":0.127094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02934243261128734,"score_gpt":0.3221594792654346,"score_spread":0.2928170466541473,"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."}}