{"id":"W2750974247","doi":"10.3747/co.24.3496","title":"Patterns of Spread and Prognostic Implications of Lung Cancer Metastasis in an Era of Driver Mutations","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbotsford Veterinary Clinic; BC Cancer Agency","funders":"Varian Medical Systems; Pfizer","keywords":"Medicine; Internal medicine; Cohort; Oncology; Brain metastasis; Lung cancer; Hazard ratio; Incidence (geometry); Cumulative incidence; Metastasis; Bone metastasis; Cancer; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004833832,0.0000623771,0.0002673682,0.00007714552,0.00004200141,0.000002826929,0.00006517061,0.00003450318,0.0000547142],"category_scores_gemma":[0.00006001208,0.00005274659,0.00003363928,0.00004702385,0.0001148057,0.00007741139,0.00002836114,0.0000726997,2.033203e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007538495,"about_ca_system_score_gemma":0.0002625594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005697423,"about_ca_topic_score_gemma":0.001283531,"domain_scores_codex":[0.9994555,0.0000269878,0.0002446513,0.0001276557,0.00005864825,0.00008652871],"domain_scores_gemma":[0.9991947,0.00006504485,0.0002702698,0.0002402533,0.0001786319,0.00005109009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001873341,0.0006658031,0.9115264,0.0001988581,0.00009795046,0.000001170596,0.001381301,0.000007274907,0.000867531,0.0005122756,0.00002677425,0.08469593],"study_design_scores_gemma":[0.001505532,0.0002822719,0.9958929,0.0002080267,0.0006913479,0.00000329135,0.0001458353,0.000119156,0.000680769,0.0001182448,0.000315163,0.00003743911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996706,0.001142157,0.0001567525,0.0008564249,0.0001270325,0.0004775124,0.0003174506,0.000003830629,0.0002128122],"genre_scores_gemma":[0.9989812,0.0004124237,0.000334411,0.000008772712,0.00002003319,0.0001574715,0.00006875768,0.000005811904,0.00001110281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08465849,"threshold_uncertainty_score":0.2150943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08158171228416032,"score_gpt":0.4875882708283341,"score_spread":0.4060065585441738,"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."}}