{"id":"W4417535783","doi":"10.1200/go-25-00638","title":"Durvalumab in Limited-Stage Small Cell Lung Cancer: Clinical Triumph and Toward Sustainable Value","year":2025,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Durvalumab; Value (mathematics); Lung; Immune system; Sustainable development","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":[],"consensus_categories":[],"category_scores_codex":[0.001128036,0.000212059,0.0008833001,0.0001647791,0.00008975458,0.00002286545,0.0001909901,0.000342879,0.00006263572],"category_scores_gemma":[0.001014688,0.0001867839,0.0001196031,0.000723903,0.000334258,0.00006085607,0.0005403176,0.0005714277,0.000008285106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003542016,"about_ca_system_score_gemma":0.003268584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00660916,"about_ca_topic_score_gemma":0.001759553,"domain_scores_codex":[0.997421,0.0003657915,0.0005945986,0.0005731694,0.0002269381,0.000818506],"domain_scores_gemma":[0.9986258,0.0004765203,0.0001075981,0.0003039892,0.0002576066,0.0002285121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00242555,0.0007592218,0.9089304,0.001716526,0.0003016507,0.001761074,0.0003279658,0.00004391858,0.00003906945,0.008490331,0.0561903,0.01901402],"study_design_scores_gemma":[0.013673,0.001692207,0.4538148,0.0001911101,0.0003223975,0.00002011704,0.002055163,0.001080426,0.00007702614,0.0005472846,0.5263023,0.0002241149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7886842,0.0209334,0.00007839362,0.02594823,0.0007543078,0.001764151,0.00004163943,0.00009669062,0.161699],"genre_scores_gemma":[0.9446107,0.01079795,0.0006866542,0.004893141,0.0003207717,0.0003030628,0.00001142362,0.00001925782,0.03835709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4701121,"threshold_uncertainty_score":0.9991116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03863472448230076,"score_gpt":0.4561470748207523,"score_spread":0.4175123503384516,"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."}}