{"id":"W4405185050","doi":"10.1053/j.semtcvs.2024.10.004","title":"Treatment Selection for the High-Risk Patient with Stage I Non-Small Cell Lung Cancer: Sublobar Resection, Stereotactic Ablative Radiotherapy or Image-Guided Thermal Ablation?","year":2024,"lang":"en","type":"article","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"American Association for Thoracic Surgery","keywords":"Medicine; Ablative case; Ablation; Radiosurgery; Radiology; Stage (stratigraphy); Radiation therapy; SABR volatility model; Lung cancer; Surgery; 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":[0.0003834672,0.0003917124,0.0009689687,0.0005796562,0.0004476349,0.000905966,0.0004433955,0.001407008,0.004465682],"category_scores_gemma":[0.001614465,0.0001572952,0.0007581822,0.0003577269,0.0003610016,0.0007496914,0.0002672595,0.001057757,0.0008741469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931724,"about_ca_system_score_gemma":0.0007505503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005216569,"about_ca_topic_score_gemma":0.001706466,"domain_scores_codex":[0.9997628,0.00007108165,0.00002572534,0.00004742909,0.0000404806,0.00005244587],"domain_scores_gemma":[0.9996075,0.0001331528,0.00006521998,0.00001231248,0.00003115971,0.0001507282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004335952,0.0008154852,0.4970642,0.0004959899,0.0003672494,0.01090181,0.0002973915,0.004471135,0.01049384,0.001908809,0.03636635,0.4324819],"study_design_scores_gemma":[0.001415632,0.007482173,0.7746118,0.002031952,0.001573114,0.07960572,0.004071533,0.02422873,0.01004148,0.02125885,0.07327858,0.000400401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8232687,0.0471154,0.01635956,0.06718483,0.003273326,0.000289941,0.0008153652,0.000301609,0.04139125],"genre_scores_gemma":[0.9723046,0.00819784,0.005832722,0.006072706,0.004444128,0.0001046465,0.0007084538,0.00006181639,0.002273011],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004465682,"threshold_uncertainty_score":0.01493913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388641606675026,"score_gpt":0.2924514217218997,"score_spread":0.2785650056551494,"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."}}