{"id":"W3033478224","doi":"10.3389/fonc.2020.00800","title":"Clinical Evaluation of Serum Tumor Markers in Patients With Advanced-Stage Non-Small Cell Lung Cancer Treated With Palliative Chemotherapy in China","year":2020,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"Nanjing University","keywords":"Medicine; Chemotherapy; Stage (stratigraphy); Oncology; Palliative chemotherapy; Lung cancer; Internal medicine; Cancer; Lung; Pathology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002948683,0.000165804,0.0002723893,0.0004567704,0.0003612035,0.000290644,0.000175229,0.0002169785,0.0005207222],"category_scores_gemma":[0.0009484496,0.0001304648,0.0002243049,0.0006604538,0.0002224874,0.0002229557,0.0001829436,0.0002181173,0.00006347321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000426495,"about_ca_system_score_gemma":0.0005110847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003822571,"about_ca_topic_score_gemma":0.004932693,"domain_scores_codex":[0.9997943,0.00004591364,0.00003071691,0.00003907707,0.00004908365,0.00004086694],"domain_scores_gemma":[0.999552,0.00006069322,0.0001988891,0.00001895155,0.00006041786,0.0001090863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006034821,0.00001043775,0.9984474,0.00000794784,0.00001341304,0.00009586071,0.0000306183,0.00004564281,0.0002776606,0.000006293054,0.00003332694,0.0009711119],"study_design_scores_gemma":[0.000006637167,0.00007824758,0.9990645,0.000003091925,0.00001591489,0.0002625332,0.00007093242,0.0002337296,0.00009521717,0.00001672994,0.0001500125,0.000002403967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999474,0.0002041506,0.0000362441,0.00003236614,0.000003039687,0.000005129058,0.0000725475,0.000001507318,0.0001710026],"genre_scores_gemma":[0.9997028,0.00007368737,0.00002721718,0.00001386303,0.000004393065,0.000003267402,0.0001191161,3.648179e-7,0.00005524642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003822571,"threshold_uncertainty_score":0.007600605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436064667629856,"score_gpt":0.3606658162472001,"score_spread":0.3463051695709015,"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."}}