{"id":"W2599912442","doi":"10.1200/jco.2012.30.15_suppl.1583","title":"Factors associated with referral to medical oncology (MO) and subsequent use of adjuvant chemotherapy (ACT) among patients with resected non-small cell lung cancer (NSCLC): A population-based study.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Princess Margaret Cancer Centre; University of Toronto; Queen's University","funders":"","keywords":"Medicine; Referral; Cancer registry; Lung cancer; Population; Internal medicine; Stage (stratigraphy); Cancer; Comorbidity; Logistic regression; Multivariate analysis; Surgery; Family medicine; Environmental health","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":[0.002020692,0.0002475415,0.001928111,0.0002134689,0.00004742137,0.000008131574,0.0001553577,0.0005123247,0.0004607569],"category_scores_gemma":[0.002362612,0.0001476318,0.0001808173,0.000243438,0.0001723931,0.0002025585,0.00003879971,0.001100722,2.946166e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008099903,"about_ca_system_score_gemma":0.003924815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007431437,"about_ca_topic_score_gemma":0.003476986,"domain_scores_codex":[0.9958195,0.0006770081,0.00203553,0.0002609347,0.0007921771,0.0004148193],"domain_scores_gemma":[0.9931774,0.002522091,0.002166887,0.0001881215,0.0007488051,0.001196661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01170454,0.004567444,0.9723417,0.00003691086,0.000742018,0.00005729823,0.0008326507,0.00006232449,0.00003560153,4.027469e-7,0.0005372109,0.009081889],"study_design_scores_gemma":[0.02629112,0.02382338,0.947659,0.0002798116,0.000576528,0.000003462719,0.0001713318,0.0002382537,0.0000638264,3.437725e-7,0.0007349823,0.0001579351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976226,0.0000918833,0.00005999753,0.000784888,0.0004538644,0.0008498521,0.00001816884,0.000009715446,0.0001090313],"genre_scores_gemma":[0.9963629,0.00004251839,0.0005558585,0.00265312,0.0002519724,0.00001538141,0.00003073714,0.00003774468,0.00004979046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02468268,"threshold_uncertainty_score":0.6962454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252188058244334,"score_gpt":0.419122485886459,"score_spread":0.2939036800620256,"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."}}