{"id":"W1991448833","doi":"10.3747/co.19.1133","title":"Improving Referral of Patients for Consideration of Adjuvant Chemotherapy after Surgical Resection of Lung Cancer","year":2012,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; McMaster University; University of Toronto","funders":"McMaster University","keywords":"Medicine; Referral; Chemotherapy; Audit; Lung cancer; Adjuvant chemotherapy; Thoracotomy; Medical record; Cohort; General surgery; Retrospective cohort study; Cancer; Adjuvant; Surgery; Internal medicine; Oncology; Family medicine; Breast cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.006078173,0.0002733881,0.0002646049,0.001616246,0.0006876735,0.000824677,0.0007728699,0.0004969742,0.002089228],"category_scores_gemma":[0.05168058,0.0001841842,0.0002167971,0.001289541,0.000429311,0.0007322884,0.001022717,0.0005454355,0.0002992706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002413529,"about_ca_system_score_gemma":0.007163586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01256824,"about_ca_topic_score_gemma":0.02154491,"domain_scores_codex":[0.9950877,0.002712607,0.0005996197,0.0002059187,0.001023668,0.0003704812],"domain_scores_gemma":[0.9667634,0.01474042,0.01202232,0.0007412929,0.00357111,0.002161378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002762491,0.0006918908,0.8361042,0.0007143806,0.00003882475,0.0002458236,0.002461684,0.0004168851,0.001027902,0.00004213029,0.003178021,0.154802],"study_design_scores_gemma":[0.0000628571,0.001016825,0.9904932,0.0003808578,0.00005724787,0.0004577033,0.002339565,0.001241114,0.001128334,0.000115107,0.002684605,0.00002267005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905433,0.001066047,0.0008798162,0.004067542,0.00003613799,0.0005056122,0.0001838737,0.0001055317,0.002612257],"genre_scores_gemma":[0.99434,0.0009851534,0.003683875,0.0003729809,0.00003843632,0.0001774124,0.0001602727,0.000005056367,0.0002368792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256824,"threshold_uncertainty_score":0.03214478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07730314767310799,"score_gpt":0.4383058676221274,"score_spread":0.3610027199490194,"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."}}