{"id":"W2160069052","doi":"10.1093/neuonc/nou099","title":"Incidence of brain metastasis at initial presentation of lung cancer","year":2014,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"National Cancer Institute","keywords":"Lung cancer; Medicine; Cancer registry; Incidence (geometry); Brain metastasis; Cancer; Metastasis; Population; Stage (stratigraphy); Oncology; Internal medicine; Lung; Presentation (obstetrics); Surgery; Biology","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":[0.0005026107,0.0001296994,0.0001681633,0.001559548,0.0002035797,0.0004465514,0.0003841511,0.0001807873,0.001491107],"category_scores_gemma":[0.002037625,0.00009392352,0.0001872258,0.001213049,0.0002200646,0.0001988543,0.0003142591,0.0002928341,0.0001876464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001309207,"about_ca_system_score_gemma":0.001422863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09803104,"about_ca_topic_score_gemma":0.1191921,"domain_scores_codex":[0.9995559,0.00006831853,0.000036516,0.00008631431,0.0001683632,0.00008467301],"domain_scores_gemma":[0.9977089,0.0002637441,0.001278888,0.0001035707,0.0003669055,0.0002779486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001661355,0.000002721962,0.998305,0.00001024935,0.00001678885,0.00005507876,0.00001468157,0.00008662494,0.0001281384,0.00001824419,0.0001600435,0.001185901],"study_design_scores_gemma":[0.000001405731,0.00001728091,0.9990665,0.00000919201,0.000009689836,0.0003556909,0.00004132038,0.0001244019,0.00008940246,0.00002226252,0.0002607606,0.000002159906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934728,0.0008664925,0.0003318366,0.00009047223,0.00000467961,0.00002381321,0.003222569,0.00003757199,0.001949683],"genre_scores_gemma":[0.9982304,0.0001884294,0.0001013006,0.00001225139,0.000004718785,0.000005614598,0.001350642,0.000002275987,0.0001043293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09803104,"threshold_uncertainty_score":0.1949209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100895515548859,"score_gpt":0.3815949542672334,"score_spread":0.3505859991117448,"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."}}