{"id":"W3019363045","doi":"10.1093/noajnl/vdaa041","title":"Epidemiology of synchronous brain metastases","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; London Health Sciences Centre","funders":"Penn State Hershey Cancer Institute; Pennsylvania State University; National Institutes of Health; National Cancer Institute; University of Pennsylvania; American Cancer Society","keywords":"Epidemiology; Medicine; Neuroscience; Computer science; Physical medicine and rehabilitation; Psychology; Internal medicine","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":[0.0002458242,0.0001717069,0.0002973707,0.001342467,0.0001803015,0.0004819572,0.0002564608,0.0001765833,0.002835017],"category_scores_gemma":[0.001699358,0.000129971,0.0002868951,0.001322276,0.0002340765,0.0003708051,0.000429478,0.0003995293,0.0002595821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004740027,"about_ca_system_score_gemma":0.0005872169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009348631,"about_ca_topic_score_gemma":0.01113191,"domain_scores_codex":[0.9995659,0.00007689603,0.000050113,0.0001367848,0.0001026583,0.0000674992],"domain_scores_gemma":[0.9983262,0.0002068952,0.0009272525,0.00005645477,0.0002959537,0.0001871663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007262045,0.00001641339,0.9683556,0.0002606978,0.000165082,0.000637578,0.00005844056,0.0003768175,0.0006865375,0.0003779399,0.00201013,0.0269822],"study_design_scores_gemma":[0.000007404031,0.00007735983,0.9870085,0.0001741463,0.00006858586,0.006172062,0.0002279733,0.0007200724,0.0003754128,0.000455359,0.004702316,0.00001076471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527712,0.02878946,0.002676169,0.0008573946,0.00007417118,0.00004785911,0.006669288,0.00009031768,0.008024148],"genre_scores_gemma":[0.9927132,0.004664317,0.0003203905,0.00009644229,0.00005928596,0.00001462142,0.001781005,0.000006642655,0.0003441064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009348631,"threshold_uncertainty_score":0.01858842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04988993173937186,"score_gpt":0.36036185571031,"score_spread":0.3104719239709382,"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."}}