{"id":"W4415520630","doi":"10.1016/j.jtho.2025.09.092","title":"OA18.01 Improving Lung Cancer Outcomes Through Policy a Global Perspective on Risk Reduction, Early Detection, Care and Survivorship","year":2025,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Survivorship curve; Lung cancer; Perspective (graphical); Limiting; Cancer survivorship; Cancer; Treatment of lung cancer","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":[0.009705905,0.0005141199,0.0007799653,0.001462034,0.00102592,0.007063029,0.00138213,0.005623072,0.04398188],"category_scores_gemma":[0.01872398,0.0002845315,0.001394645,0.001397451,0.001619805,0.002367699,0.003702251,0.006464773,0.005327084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004325826,"about_ca_system_score_gemma":0.02711932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01495466,"about_ca_topic_score_gemma":0.02028685,"domain_scores_codex":[0.9935841,0.002980044,0.000228422,0.000326679,0.0008748664,0.0020059],"domain_scores_gemma":[0.9847314,0.003774812,0.001310896,0.0004543492,0.002582903,0.007145633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000932192,0.0008158005,0.01922202,0.00188661,0.0004399306,0.0002471988,0.0005786312,0.002425928,0.001239123,0.08578687,0.6376583,0.2487674],"study_design_scores_gemma":[0.00105115,0.0006399153,0.03482305,0.006051198,0.0005297608,0.0002243726,0.00213502,0.001310788,0.001215652,0.05229006,0.8996247,0.0001042569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00614622,0.01341786,0.0009730257,0.9342861,0.006330177,0.00005587272,0.001934302,0.0001460485,0.03671038],"genre_scores_gemma":[0.3486905,0.05191761,0.009443675,0.5060903,0.02554307,0.0007174208,0.003966178,0.0004270801,0.05320428],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04398188,"threshold_uncertainty_score":0.1471341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446618360121207,"score_gpt":0.4463719047025996,"score_spread":0.4319057211013876,"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."}}