{"id":"W2085040748","doi":"10.1097/jto.0b013e31819ccf26","title":"Predictors of Surgery and Consult with an Oncologist for Adjuvant Chemotherapy in Early Stage NSCLC Patients in Alberta, Canada","year":2009,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation; University of Alberta","funders":"","keywords":"Medicine; Stage (stratigraphy); Lung cancer; Cancer registry; Internal medicine; Cancer; Referral; Medical record; General surgery; Oncology; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005590205,0.0004591689,0.000602039,0.001552156,0.003009599,0.001738445,0.002029999,0.001053929,0.003836678],"category_scores_gemma":[0.002476444,0.0005335232,0.0007697858,0.003569976,0.0009497658,0.0003859262,0.0008702003,0.00139406,0.0002869077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02092769,"about_ca_system_score_gemma":0.0349477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99102,"about_ca_topic_score_gemma":0.9957649,"domain_scores_codex":[0.9992529,0.00007737512,0.00005020103,0.00008162339,0.0002116366,0.0003263369],"domain_scores_gemma":[0.9965835,0.0003274859,0.0004801677,0.00006578952,0.001244437,0.001298539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001150921,0.00004189833,0.9960734,0.00001707961,0.00004074712,0.0003125581,0.0002198523,0.0001939437,0.0001281388,0.0000938083,0.001130639,0.001632822],"study_design_scores_gemma":[0.00003411841,0.00003195114,0.9954059,0.00006373214,0.0000732198,0.0003220108,0.002368005,0.0006167382,0.0000605176,0.00005312816,0.0009516843,0.0000190148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910613,0.001145949,0.00009694474,0.001388422,0.00007632239,0.00003868944,0.001657994,0.00001483075,0.004519618],"genre_scores_gemma":[0.9967113,0.0007064245,0.0001354187,0.0002279054,0.00002962391,0.000009668486,0.000655241,0.000009307533,0.001515293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02092769,"threshold_uncertainty_score":0.1518417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677002134510748,"score_gpt":0.3512280738886697,"score_spread":0.3344580525435623,"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."}}