{"id":"W2059645245","doi":"10.1016/s0169-5002(02)00167-8","title":"Second line chemotherapy for NSCLC: establishing a gold standard","year":2002,"lang":"en","type":"review","venue":"Lung Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Docetaxel; Medicine; Vinorelbine; Oncology; Lung cancer; Internal medicine; Paclitaxel; Ifosfamide; Chemotherapy; Population; Surgery; Etoposide; Cisplatin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001027862,0.0004584508,0.001665394,0.000162547,0.00008706515,0.00008789518,0.0001389987,0.0002924105,0.002733665],"category_scores_gemma":[0.00003173439,0.0003394673,0.0006143129,0.0002999877,0.00003433895,0.000117673,0.00002035103,0.0003074963,0.00001211963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140258,"about_ca_system_score_gemma":0.0009671226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005435461,"about_ca_topic_score_gemma":0.00009810832,"domain_scores_codex":[0.9982827,0.0000226722,0.0004931131,0.000537686,0.0002539291,0.0004099456],"domain_scores_gemma":[0.9987845,0.0001360817,0.0002929016,0.00044038,0.0001668651,0.0001792441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004405346,0.00005482169,0.000007487476,0.02003444,0.00149169,0.00001194958,0.0001803296,8.291126e-7,3.370586e-7,0.00006020216,0.1043647,0.8737491],"study_design_scores_gemma":[0.002401271,0.0001831999,0.000001765689,0.01731976,0.005791586,0.00002334467,0.000009593045,0.00003834422,0.000003466333,0.00001334368,0.9739034,0.0003109365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002531224,0.9843467,0.0003594069,0.0004139588,0.000843189,0.003389253,0.001796319,0.000101494,0.0087471],"genre_scores_gemma":[0.000002982168,0.9380054,0.001116163,0.0006783788,0.001508098,0.002262174,0.0004822369,0.0001644532,0.05578012],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8734382,"threshold_uncertainty_score":0.9999057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752359896036843,"score_gpt":0.4129884533623531,"score_spread":0.3754648544019846,"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."}}