{"id":"W2910133491","doi":"10.1097/coc.0000000000000513","title":"Survival Implications of De Novo Versus Recurrent Metastatic Non–Small Cell Lung Cancer","year":2019,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cohort; Internal medicine; Oncology; Retrospective cohort study; Lung cancer; Cancer; Performance status; Multivariate analysis; Stage (stratigraphy); Radiation therapy; Disease","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":[0.0009130708,0.0001364938,0.0001854799,0.0003929186,0.0001862576,0.0004366735,0.0002121144,0.0002318095,0.001270959],"category_scores_gemma":[0.003598571,0.00006558861,0.0002817959,0.0003094433,0.0002618188,0.0003172933,0.0003458843,0.0002553463,0.0001163135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000433906,"about_ca_system_score_gemma":0.0002171399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000964509,"about_ca_topic_score_gemma":0.002038934,"domain_scores_codex":[0.9996661,0.0001031863,0.00003430844,0.00007189524,0.00006234492,0.00006214547],"domain_scores_gemma":[0.9978632,0.0006663512,0.0009251208,0.00006163007,0.0001634881,0.0003202689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004521426,0.00001840524,0.9906946,0.00003453008,0.00006654101,0.0003149219,0.0001071879,0.0001784068,0.0008527933,0.0000901268,0.0001567156,0.007033483],"study_design_scores_gemma":[0.00001064675,0.0002340568,0.9973683,0.00001595504,0.00006404241,0.001192552,0.0001353784,0.0003046093,0.0002302928,0.0001138876,0.000326273,0.000004106212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998137,0.001141817,0.00005273025,0.00009165308,0.000006422059,0.000002049671,0.0001675253,0.000001969113,0.0003988698],"genre_scores_gemma":[0.9996245,0.0001407662,0.00001647051,0.00001095489,0.000007403868,0.000001297479,0.0001508782,6.895779e-7,0.00004710889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001270959,"threshold_uncertainty_score":0.004828811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08079565904110957,"score_gpt":0.517913950960586,"score_spread":0.4371182919194764,"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."}}