{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002820031,0.0001034579,0.0004321849,0.00009029354,0.00002832188,0.000001561122,0.00006632046,0.00007200918,0.000470619],"category_scores_gemma":[0.0004594153,0.00008541556,0.00009899211,0.000136866,0.0001293922,0.00004164489,0.00007196641,0.00009545386,0.000005847447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193944,"about_ca_system_score_gemma":0.0001627719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003829018,"about_ca_topic_score_gemma":0.0002295158,"domain_scores_codex":[0.9987605,0.000330448,0.0003356478,0.0002046624,0.0002107279,0.000158045],"domain_scores_gemma":[0.9984697,0.0008547138,0.0002527117,0.0002255369,0.0001140086,0.00008331487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001753773,0.0008594922,0.07876595,0.0005101119,0.0004777566,0.0001795806,0.001168535,0.0002028277,0.7551901,0.001638068,0.01717458,0.1420792],"study_design_scores_gemma":[0.01051736,0.00752164,0.06975228,0.0001434169,0.001623574,0.0003270048,0.0001485561,0.00278319,0.8173918,0.0002787102,0.0892816,0.0002308689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918092,0.0002498994,0.000469007,0.004649063,0.0002535972,0.0004203115,0.00004767757,0.00001547081,0.002085794],"genre_scores_gemma":[0.996955,0.00006762364,0.001221031,0.001495256,0.0001126068,0.00005232023,0.00002581264,0.00001428559,0.00005605886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1418483,"threshold_uncertainty_score":0.5152948,"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."}}