{"id":"W4387962128","doi":"10.1200/op.2023.19.11_suppl.134","title":"Rates of surgery and adjuvant chemotherapy use in patients with stage IB to IIIA non-small cell lung cancer: A provincial population-based study.","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Toronto Metropolitan University; McMaster University; Ontario Clinical Oncology Group; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Stage (stratigraphy); Lung cancer; Chemotherapy; Internal medicine; Population; Guideline; Logistic regression; Cancer; Comorbidity; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005546988,0.0001558036,0.0005339955,0.0002879441,0.00005285421,0.00001278325,0.00005343461,0.00009676302,0.0000647347],"category_scores_gemma":[0.0004001241,0.0001325595,0.00003222054,0.0004377826,0.00002579286,0.0002568595,0.00003265887,0.0002277861,0.000003049357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003897864,"about_ca_system_score_gemma":0.001250476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006667658,"about_ca_topic_score_gemma":0.006163931,"domain_scores_codex":[0.9986451,0.0001848302,0.0003779818,0.0003298607,0.0002142684,0.0002479066],"domain_scores_gemma":[0.997623,0.001552154,0.0003145745,0.0002132452,0.00018402,0.0001130409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008055842,0.001043158,0.9823256,0.0001562138,0.00007748536,0.00009524854,0.001362767,0.0002700252,0.0001450183,5.013839e-7,0.0007040845,0.005764057],"study_design_scores_gemma":[0.00850208,0.00143194,0.9846249,0.00005786729,0.0001215847,7.192394e-7,0.0006017408,0.0006578524,0.0001591374,2.187415e-7,0.003704221,0.0001377953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965783,0.00003913795,0.00001230072,0.001107722,0.000154961,0.001902345,0.0000372826,0.000027875,0.0001400629],"genre_scores_gemma":[0.9959288,0.00004121312,0.0007098243,0.002728467,0.00004756293,0.0001493311,0.00008387922,0.00002926126,0.0002816162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005626262,"threshold_uncertainty_score":0.999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03171142124519338,"score_gpt":0.3408762213580397,"score_spread":0.3091648001128464,"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."}}