{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006113464,0.0001382518,0.0001882987,0.0006688521,0.0002590283,0.0005483865,0.0003451243,0.0003051257,0.001333294],"category_scores_gemma":[0.003268552,0.0001280436,0.0002197666,0.0007364211,0.00034294,0.0004537961,0.0005713116,0.0004211042,0.0001627958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004113643,"about_ca_system_score_gemma":0.0004036146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004677687,"about_ca_topic_score_gemma":0.007018847,"domain_scores_codex":[0.9996752,0.00008559026,0.00002580702,0.00006682842,0.00007433291,0.0000721836],"domain_scores_gemma":[0.9979702,0.0004821518,0.0009547299,0.0001327677,0.000207812,0.0002523197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001350274,0.000005666061,0.9973583,0.000004584973,0.00001976488,0.0001407801,0.00003942482,0.00006999592,0.0005087646,0.00002124217,0.00002753858,0.001668802],"study_design_scores_gemma":[0.000005027108,0.00005338629,0.9983038,0.000004341336,0.00001932209,0.0009014419,0.0001361945,0.0002617019,0.0001383523,0.00006345858,0.0001097253,0.000003322484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991329,0.0004011283,0.00008806315,0.00005198065,0.000001454453,0.000002299317,0.00007745375,0.000002483443,0.0002422745],"genre_scores_gemma":[0.9998048,0.00006823695,0.00003372183,0.000005848035,0.000003039524,9.162857e-7,0.000047931,8.74531e-7,0.00003456969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004677687,"threshold_uncertainty_score":0.009300888,"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."}}