{"id":"W4408979288","doi":"10.1016/s1556-0864(25)00277-1","title":"82P: A retrospective real-world evidence study of MTAP status and clinical outcomes in patients with advanced non-small cell lung cancer","year":2025,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Retrospective cohort study; Real world evidence; Lung cancer; Intensive care medicine; Oncology; Internal medicine","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":[0.002536825,0.0004893258,0.001281416,0.001670674,0.0004954098,0.002099423,0.0006657817,0.0006983451,0.003209804],"category_scores_gemma":[0.009471749,0.0004693014,0.001890825,0.004182816,0.0005412488,0.001647874,0.00124601,0.001000114,0.000644366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007751878,"about_ca_system_score_gemma":0.0009021011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001885548,"about_ca_topic_score_gemma":0.003271067,"domain_scores_codex":[0.9970318,0.0007807598,0.000812142,0.0006768983,0.0004771065,0.0002213174],"domain_scores_gemma":[0.9905236,0.002610089,0.004870431,0.0006988277,0.0007927162,0.0005043594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005491225,0.0001168656,0.9698429,0.002355788,0.009590741,0.0005111836,0.0001564685,0.0002158608,0.0005076411,0.0002113343,0.001357423,0.009642474],"study_design_scores_gemma":[0.001061778,0.001331457,0.971447,0.001377224,0.01317156,0.002965128,0.000687037,0.0003136132,0.0003247412,0.0003735215,0.006873893,0.00007309789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599264,0.01883257,0.0003818496,0.000362851,0.00004732433,0.0001839284,0.01781513,0.00001054236,0.002439331],"genre_scores_gemma":[0.9885111,0.002235892,0.0003308557,0.0002181176,0.00005642311,0.0001175158,0.008272695,0.00001023039,0.0002471333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003209804,"threshold_uncertainty_score":0.01341611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210609847405574,"score_gpt":0.4883520034315642,"score_spread":0.4672910186910068,"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."}}