{"id":"W2565370918","doi":"10.3747/co.23.3191","title":"Chemotherapy in Recurrent Advanced Non-Small-Cell Lung Cancer After Adjuvant Chemotherapy","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Chemotherapy; Adjuvant chemotherapy; Oncology; Lung cancer; Cancer; Adjuvant; Lung; Internal medicine; Pathology; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001416989,0.0003337787,0.0006816633,0.0001556714,0.00003014035,0.000007854356,0.0001301627,0.0001592854,0.001271164],"category_scores_gemma":[0.00001206774,0.0002123757,0.0001754252,0.0001992223,0.00008100308,0.00006932273,0.00004119063,0.0002222257,0.00006190343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002456658,"about_ca_system_score_gemma":0.0004796035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000344329,"about_ca_topic_score_gemma":0.0002985703,"domain_scores_codex":[0.9981309,0.00004833069,0.0004355278,0.000623352,0.0001956,0.0005663291],"domain_scores_gemma":[0.9990005,0.0001081308,0.0001602047,0.0004065548,0.0001054794,0.0002191517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001145794,0.002144802,0.4063507,0.0001984886,0.00007155596,0.00004838095,0.0005707627,9.253914e-7,0.001087506,0.000007681867,0.00511175,0.5832617],"study_design_scores_gemma":[0.03781598,0.001802142,0.5264653,0.002417166,0.0002052693,0.00001523542,0.0000616114,0.00009876881,0.01282068,0.00006088991,0.4177451,0.0004918808],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572843,0.02752851,0.0001379021,0.0104505,0.002101948,0.001420025,0.00003232585,0.00005373951,0.0009908043],"genre_scores_gemma":[0.9483174,0.04684361,0.0002966194,0.001201025,0.000493368,0.002252322,0.00001404382,0.00006036309,0.0005212233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5827698,"threshold_uncertainty_score":0.9996418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792652470886411,"score_gpt":0.3779272987226656,"score_spread":0.3500007740138015,"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."}}