{"id":"W1968958193","doi":"10.2165/00023210-200216050-00005","title":"Brain Metastases","year":2002,"lang":"en","type":"review","venue":"CNS Drugs","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Prophylactic cranial irradiation; Radiation therapy; Chemotherapy; Neurosurgery; Brain tumor; Neurology; Oncology; Surgery; Internal medicine; Pathology","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":[0.0001942702,0.0009021019,0.00148648,0.002094872,0.0003062816,0.0007530453,0.0005278011,0.0007478751,0.01093596],"category_scores_gemma":[0.0005080282,0.0002046292,0.0004342212,0.001950651,0.0003417706,0.0007984594,0.0005114583,0.001099803,0.003862496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004750901,"about_ca_system_score_gemma":0.000756833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001554061,"about_ca_topic_score_gemma":0.00565902,"domain_scores_codex":[0.9998897,0.00001920094,0.00001443602,0.00002433655,0.00003663499,0.00001574401],"domain_scores_gemma":[0.999853,0.00005061077,0.00003828862,0.00000811158,0.00003571742,0.00001422289],"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":[0.0001008847,0.00006655548,0.0001205147,0.007693425,0.00005709021,0.0004566391,0.00002018119,0.0002249247,0.001565047,0.001020869,0.04955916,0.9391147],"study_design_scores_gemma":[0.0000755435,0.0002214401,0.001261045,0.003380985,0.0002633636,0.007061539,0.00003607601,0.0001192385,0.001446393,0.0009075328,0.9852093,0.00001753589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003737406,0.9916595,0.000231757,0.0003131934,0.0004138717,0.00001764757,0.00006010038,0.0000237176,0.006906557],"genre_scores_gemma":[0.003739196,0.9871159,0.0003653294,0.0006933186,0.0004165958,0.00002100849,0.0001396142,0.000005365122,0.007503686],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01093596,"threshold_uncertainty_score":0.03658444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07425616006804142,"score_gpt":0.3617567694931998,"score_spread":0.2875006094251584,"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."}}