{"id":"W3208642294","doi":"10.1016/j.hoc.2021.08.004","title":"Central Nervous System Metastases","year":2021,"lang":"en","type":"review","venue":"Hematology/Oncology Clinics of North America","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Damon Runyon Cancer Research Foundation; Breast Cancer Research Foundation","keywords":"Medicine; Radiosurgery; Radioresistance; Radiation therapy; Central nervous system; Metastasis; Brain metastasis; Radiology; Surgery; Internal medicine; 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":[0.0002686106,0.0008630012,0.00112847,0.002141234,0.000262684,0.0008558375,0.0005053142,0.0006172245,0.0124148],"category_scores_gemma":[0.0007870593,0.0001928945,0.0004869709,0.001948778,0.000276885,0.0006922837,0.0005539256,0.001174988,0.003303006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006312868,"about_ca_system_score_gemma":0.001244979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002396887,"about_ca_topic_score_gemma":0.00866395,"domain_scores_codex":[0.9998828,0.00002118427,0.00001616173,0.00002418152,0.0000377935,0.00001779178],"domain_scores_gemma":[0.9998189,0.00007060654,0.00004002226,0.000006970649,0.00004288041,0.00002064283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004948797,0.00003045387,0.0001619051,0.01127031,0.00008458101,0.0001634372,0.00002007636,0.0002121424,0.0006675631,0.001066444,0.0798644,0.9064092],"study_design_scores_gemma":[0.00005038473,0.00008235838,0.0012417,0.008575775,0.0003544094,0.002460185,0.00003606205,0.0000853551,0.0003531344,0.0009472275,0.9857987,0.0000145882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001237729,0.9951125,0.00008435282,0.0002810522,0.0003627457,0.000008854101,0.00005279943,0.00001289306,0.003961025],"genre_scores_gemma":[0.001346254,0.9951978,0.0001572324,0.0005215253,0.0003350768,0.000009756058,0.0001048513,0.000002725036,0.002324743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0124148,"threshold_uncertainty_score":0.04153156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.065033834088605,"score_gpt":0.3981744600584034,"score_spread":0.3331406259697984,"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."}}