{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008336988,0.0002421248,0.000825846,0.0003720889,0.0003619027,0.002646811,0.0007047672,0.0009945679,0.003961965],"category_scores_gemma":[0.00932649,0.0001098653,0.0004841132,0.0005976013,0.001454091,0.004080455,0.001098625,0.0030159,0.0004573504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002857121,"about_ca_system_score_gemma":0.004315778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855174,"about_ca_topic_score_gemma":0.006840398,"domain_scores_codex":[0.9985122,0.0007367612,0.0001325125,0.0001037494,0.0003017575,0.000213038],"domain_scores_gemma":[0.9931672,0.003870935,0.000711338,0.0002334278,0.000831622,0.001185523],"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":[0.004178702,0.0004150794,0.01409613,0.001018582,0.0003216779,0.0002360707,0.0003407318,0.0007555987,0.002645733,0.03628555,0.05416226,0.8855438],"study_design_scores_gemma":[0.005175725,0.01123084,0.08176938,0.008110431,0.001373864,0.001817654,0.003634517,0.005316513,0.006163168,0.1273694,0.7478363,0.000202331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1390255,0.3426908,0.001918402,0.4844362,0.004630313,0.0001091036,0.0007365682,0.0000681451,0.02638502],"genre_scores_gemma":[0.7681355,0.164483,0.003142282,0.0504885,0.007625903,0.0001154064,0.000666176,0.00005809492,0.005285178],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008336988,"threshold_uncertainty_score":0.04409075,"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."}}