{"id":"W4295957335","doi":"10.1200/po.22.00072","title":"Transcriptomics in Tumor and Normal Lung Tissues Identify Patients With Early-Stage Non–Small-Cell Lung Cancer With High Risk of Postsurgery Recurrence Who May Benefit From Adjuvant Therapies","year":2022,"lang":"en","type":"article","venue":"JCO Precision Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Spectrum Pharmaceuticals; Merck KGaA; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Internal medicine; Oncology; Lung cancer; Stage (stratigraphy); Adjuvant; Lung; Chemotherapy","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":[0.0001034528,0.000121369,0.0002600919,0.000422955,0.0001518331,0.0002849273,0.00007694546,0.0001774728,0.0007618164],"category_scores_gemma":[0.0003964363,0.00007359296,0.000131308,0.0003336323,0.0001459181,0.0001397831,0.0001396921,0.0001603821,0.0001190686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395203,"about_ca_system_score_gemma":0.00008651532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004514442,"about_ca_topic_score_gemma":0.0008603001,"domain_scores_codex":[0.9999194,0.00001513175,0.000007078297,0.00002425201,0.00001530045,0.00001892239],"domain_scores_gemma":[0.9998575,0.00004528372,0.00005002537,0.000007610472,0.00001572332,0.00002380148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006156306,0.00003820968,0.958933,0.00002301825,0.00003373099,0.0002103434,0.00006617598,0.0001166222,0.03347891,0.00004924211,0.0001140869,0.006320985],"study_design_scores_gemma":[0.000007620569,0.0001406568,0.9957356,0.000003079834,0.00002480975,0.0005830667,0.0001321349,0.0006470386,0.002422652,0.00006810865,0.0002327316,0.000002454399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999307,0.0002124688,0.0001369146,0.00001768932,0.000002515405,0.000003023112,0.0001430285,0.000003173184,0.0001741252],"genre_scores_gemma":[0.9993881,0.00008815111,0.0001249841,0.00001447419,0.000004605021,0.00000504653,0.0002539663,9.267001e-7,0.000119659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007618164,"threshold_uncertainty_score":0.002548516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008945787073170643,"score_gpt":0.2801589057826575,"score_spread":0.2712131187094869,"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."}}