{"id":"W4415625724","doi":"10.3390/cancers17213437","title":"Evolving Resection Strategies for Non-Small Cell Lung Cancers: Translating Trial Evidence to Real-World Practice","year":2025,"lang":"en","type":"letter","venue":"Cancers","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Resection; Surgical resection; Lung; MEDLINE; Clinical Practice; 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":[0.1260896,0.0006603845,0.003279243,0.001417816,0.0007109973,0.006717769,0.003680353,0.00519644,0.003744298],"category_scores_gemma":[0.3680536,0.0004691464,0.004053464,0.00162765,0.002913928,0.006344252,0.002632566,0.007194963,0.0007200323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005307813,"about_ca_system_score_gemma":0.0155077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004265283,"about_ca_topic_score_gemma":0.007893168,"domain_scores_codex":[0.9179509,0.06110288,0.01149995,0.003116045,0.005242234,0.001088009],"domain_scores_gemma":[0.5448163,0.3943056,0.02429407,0.01012172,0.02265128,0.003811027],"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":[0.009020116,0.0003465491,0.008844944,0.08289798,0.01081766,0.0001440815,0.001816648,0.003540217,0.0008991697,0.02544805,0.05216893,0.8040556],"study_design_scores_gemma":[0.01913784,0.008216528,0.02214631,0.4285992,0.03062594,0.0002734703,0.002613037,0.005159962,0.002084428,0.1103184,0.3704276,0.0003972899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01183965,0.7316144,0.004913874,0.2336537,0.01039787,0.001040197,0.0007104251,0.00009976063,0.005730096],"genre_scores_gemma":[0.2383779,0.463678,0.02438235,0.2459813,0.02172479,0.003161373,0.001203722,0.0002056502,0.001284811],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1260896,"threshold_uncertainty_score":0.6668338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05302985300938383,"score_gpt":0.3712820409728977,"score_spread":0.3182521879635138,"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."}}