{"id":"W4294944338","doi":"10.1016/j.jtho.2022.07.328","title":"EP02.01-001 Plasma Cell-Free DNA as a Point-of-Care Wellbeing Biomarker for Early-Stage Non-Small Cell Lung Cancer Patients","year":2022,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Association of Nurses in Oncology; Vancouver General Hospital; Vancouver Coastal Health","funders":"","keywords":"Medicine; Biomarker; Stage (stratigraphy); Oncology; Cell-free fetal DNA; Point of care; Lung cancer; Cell; Internal medicine; Lung; Cancer research; Pathology; Genetics","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":[0.001138286,0.0003497335,0.0003533956,0.000532649,0.0002872591,0.001389965,0.0004595982,0.001217627,0.02183099],"category_scores_gemma":[0.003136404,0.000166012,0.0004074807,0.0004346976,0.0002041035,0.0004232008,0.0005054954,0.0008244735,0.005884937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004266603,"about_ca_system_score_gemma":0.0008153016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009495255,"about_ca_topic_score_gemma":0.001036905,"domain_scores_codex":[0.9995752,0.0001781871,0.00002545196,0.00007295986,0.00008383233,0.00006427269],"domain_scores_gemma":[0.9987173,0.0004523215,0.000137937,0.00006200597,0.0004090885,0.0002213677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02108441,0.002420078,0.3522618,0.001567989,0.0005774999,0.002329819,0.0005356173,0.001084764,0.05417453,0.003764726,0.09411206,0.4660867],"study_design_scores_gemma":[0.002677324,0.01183343,0.7806641,0.001257908,0.0007411867,0.005192184,0.0007599344,0.004727662,0.02880407,0.004256726,0.1589307,0.0001546785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8773303,0.01143477,0.005934977,0.01104853,0.002770962,0.000916057,0.02449825,0.0007789689,0.06528713],"genre_scores_gemma":[0.9464599,0.002107198,0.0085087,0.003344008,0.0006676638,0.000529956,0.01083923,0.0001363852,0.02740689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02183099,"threshold_uncertainty_score":0.0730319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482640344656877,"score_gpt":0.3437613392606132,"score_spread":0.3289349358140444,"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."}}