{"id":"W4411372338","doi":"10.1016/j.jaccao.2025.05.003","title":"Lung Cancer and Cardiovascular Disease","year":2025,"lang":"fi","type":"review","venue":"JACC CardioOncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Princess Margaret Cancer Centre; University of Toronto; University Health Network; Toronto General Hospital; Centre Integre de Sante et de Services Sociaux de Laval","funders":"National Cancer Institute","keywords":"Disease; Lung cancer; Medicine; Cancer; Lung; Internal medicine; Cardiology; Intensive care medicine; Oncology","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"],"consensus_categories":[],"category_scores_codex":[0.0004095824,0.0008392488,0.004569704,0.0003899283,0.0002997821,0.00005528277,0.0002168609,0.0006633773,0.0003803228],"category_scores_gemma":[0.0002537658,0.0007009461,0.002698079,0.0005788969,0.00026278,0.00008292611,0.0002985262,0.0006353843,0.00005998904],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648578,"about_ca_system_score_gemma":0.006493648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006658093,"about_ca_topic_score_gemma":0.0000360241,"domain_scores_codex":[0.9962035,0.0004980186,0.0006823963,0.001389866,0.0004634683,0.0007627531],"domain_scores_gemma":[0.9969569,0.0005023011,0.0002215185,0.001364237,0.0002695913,0.0006854282],"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":[0.00006803156,0.0001058309,0.002609632,0.03886957,0.0407811,0.001222968,0.0001445408,0.00007813893,1.014952e-7,0.0002923586,0.01536026,0.9004675],"study_design_scores_gemma":[0.002327037,0.00009237199,0.001583911,0.01069116,0.1403726,0.00008895993,0.00006734481,0.00003286418,1.682001e-7,0.00001137856,0.8442829,0.0004493552],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004211375,0.9598001,0.0001252317,0.001267858,0.004333266,0.003824817,0.001163528,0.00007807944,0.02936498],"genre_scores_gemma":[0.00043677,0.9658158,0.00008095756,0.0005502421,0.002256309,0.003151512,0.0004682991,0.00008730625,0.02715285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9000181,"threshold_uncertainty_score":0.9995441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221330707813514,"score_gpt":0.383660072772027,"score_spread":0.3614467656938918,"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."}}