{"id":"W2996957086","doi":"10.1097/mlr.0000000000001280","title":"Racial Disparities in Resection of Early Stage Non–Small Cell Lung Cancer","year":2019,"lang":"en","type":"article","venue":"Medical Care","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Agency for Healthcare Research and Quality","keywords":"Lung cancer; Medicine; Stage (stratigraphy); Resection; Oncology; Racial differences; Internal medicine; Surgery; Ethnic group; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008571408,0.00008831164,0.000260749,0.00006323417,0.00001472692,0.000005267019,0.0000559318,0.0001173119,0.001177598],"category_scores_gemma":[0.00002817007,0.00006797782,0.00006584841,0.0001088536,0.00003439063,0.00002884701,0.00003198939,0.0001897968,0.0000107307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003244756,"about_ca_system_score_gemma":0.0003124868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009313512,"about_ca_topic_score_gemma":0.006834324,"domain_scores_codex":[0.998992,0.00002310819,0.0001877154,0.0001835207,0.0004383122,0.0001753982],"domain_scores_gemma":[0.9995544,0.00004567792,0.00004332623,0.0001589353,0.00007308533,0.0001245959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001906721,0.0001168533,0.9928339,0.001324379,0.00002593427,0.00005553033,0.002590489,0.000006853419,0.00006887176,0.00002532816,0.0005550375,0.00220613],"study_design_scores_gemma":[0.00485085,0.001047982,0.9830007,0.001256625,0.0001052122,0.000001271856,0.0008497614,0.0001731756,0.00637045,0.000003697831,0.002229609,0.0001106944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909832,0.003022074,0.000005094633,0.0005810491,0.0004360674,0.0004340661,0.00002756979,0.00001241341,0.004498401],"genre_scores_gemma":[0.997673,0.0004746925,0.00001831385,0.0002098122,0.0001763285,0.0001005112,0.00002419358,0.00001268246,0.001310512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009833248,"threshold_uncertainty_score":0.9997355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00898575374615047,"score_gpt":0.300145798779871,"score_spread":0.2911600450337205,"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."}}