{"id":"W4402654383","doi":"10.1016/j.prro.2024.07.012","title":"Effect of Treatment Delivery Schedule for Patients With Early-Stage Non-Small Cell Lung Cancer Treated With Stereotactic Ablative Radiation Therapy: A Population-Based Analysis","year":2024,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; Abbotsford Veterinary Clinic; Columbia Bible College; University of Northern British Columbia; Surrey Memorial Hospital; University of British Columbia; Positive Living North; University of British Columbia, Okanagan Campus; BC Cancer Agency; Kelowna General Hospital","funders":"","keywords":"Medicine; Ablative case; Radiation therapy; Lung cancer; Stage (stratigraphy); SABR volatility model; Population; Surgery; Oncology; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001750247,0.0002575452,0.0006147272,0.0003364342,0.00007319163,0.00003426323,0.00002818201,0.0001361155,0.0001433447],"category_scores_gemma":[0.00006016405,0.0001572089,0.0001802824,0.0006218451,0.00003222301,0.0001950261,0.000004094588,0.0001083174,0.000003700642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003026351,"about_ca_system_score_gemma":0.0007981326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001890596,"about_ca_topic_score_gemma":0.0003041184,"domain_scores_codex":[0.9985829,0.0002219804,0.0003128904,0.0004371597,0.0002107706,0.0002342795],"domain_scores_gemma":[0.9966304,0.002530599,0.0002948776,0.0002024134,0.0002046468,0.0001371013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007120176,0.001285062,0.9646514,0.0002278899,0.004793895,0.00001966282,0.0002858844,0.00250973,0.00002121805,0.00002232466,0.00002597268,0.01903676],"study_design_scores_gemma":[0.018077,0.03476737,0.8600195,0.0001020202,0.0123338,0.000001042559,0.0000133533,0.0687243,0.004704489,0.000001142752,0.001057609,0.0001983503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942699,0.0005416806,0.00123176,0.0006203669,0.00007361631,0.00295093,0.0001359747,0.00004627749,0.0001295124],"genre_scores_gemma":[0.9960939,0.0003165823,0.0009133071,0.00009515487,0.0000632799,0.001657765,0.000721982,0.00003858969,0.00009948451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046319,"threshold_uncertainty_score":0.7913803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272406025521888,"score_gpt":0.3483062870578921,"score_spread":0.3355822268026732,"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."}}