{"id":"W4319456746","doi":"10.1056/nejmoa2212083","title":"Lobar or Sublobar Resection for Peripheral Stage IA Non–Small-Cell Lung Cancer","year":2023,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1024,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre Hospitalier de l’Université de Montréal; Surrey Memorial Hospital; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"National Cancer Institute; National Institutes of Health","keywords":"Stage (stratigraphy); Peripheral; Medicine; Lung cancer; Resection; Lung; Radiology; Oncology; Internal medicine; Surgery; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000686413,0.0001887905,0.0005650896,0.0002114072,0.00008317288,0.00001379838,0.00009598047,0.00008026521,0.0007982341],"category_scores_gemma":[0.0001699917,0.0001065421,0.0001353246,0.0003393895,0.00004135535,0.00007406429,0.00001636055,0.000239698,0.000004180946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004273381,"about_ca_system_score_gemma":0.0006001829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005410762,"about_ca_topic_score_gemma":0.0009453804,"domain_scores_codex":[0.9985027,0.00003661002,0.0004983689,0.0001897397,0.0004592266,0.0003132955],"domain_scores_gemma":[0.9986491,0.0002092966,0.000273533,0.0001797868,0.0002977739,0.0003905489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0192507,0.000425886,0.1831922,0.002026698,0.001343517,0.001889011,0.004582817,0.0007733958,0.00566106,0.0000655121,0.7060767,0.07471249],"study_design_scores_gemma":[0.3113922,0.02293214,0.08687039,0.005428061,0.003403539,0.0008451063,0.001475412,0.002760526,0.007009981,0.0001277602,0.5573326,0.0004223147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616336,0.005149577,0.0006171276,0.02839948,0.002459167,0.0007604753,0.00002300356,0.00003817681,0.0009193968],"genre_scores_gemma":[0.9551083,0.009405232,0.0006102409,0.001158734,0.01308359,0.00005374054,0.00003204041,0.00005476098,0.02049339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2921415,"threshold_uncertainty_score":0.8740103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085745983346341,"score_gpt":0.3550008985391632,"score_spread":0.3241434387056998,"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."}}