{"id":"W7083575419","doi":"10.1016/j.ijrobp.2025.06.3608","title":"Outcomes of Single-Fraction Stereotactic Ablative Radiotherapy for Early-Stage Non-Small Cell Lung Cancer: A Multi-Institution Population-Based Study","year":2025,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Geodetic Measurements and Engineering Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Abbotsford Veterinary Clinic; Positive Living North; Surrey Memorial Hospital; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Ablative case; Radiation therapy; SABR volatility model; Lung; 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":[0.0005244771,0.0004658745,0.0007650775,0.0008421077,0.0006416784,0.0009684275,0.0005904501,0.0007016587,0.00114767],"category_scores_gemma":[0.001566656,0.0004063578,0.001444723,0.001652613,0.0004943433,0.000992851,0.0006972493,0.0006661878,0.0002809391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009707189,"about_ca_system_score_gemma":0.0005347125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006297852,"about_ca_topic_score_gemma":0.006313829,"domain_scores_codex":[0.999299,0.0001324313,0.00007402556,0.0002387119,0.0001215181,0.0001343312],"domain_scores_gemma":[0.998795,0.0001598263,0.0005333786,0.0001197372,0.0001766114,0.0002153358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000473315,0.00009560344,0.9973683,0.00001153061,0.0002097884,0.00008539432,0.00007123282,0.0001359045,0.0003299132,0.0000108973,0.00007438464,0.001133627],"study_design_scores_gemma":[0.00001878738,0.0003326587,0.9987294,0.000002883793,0.00014447,0.0001762649,0.0002321218,0.0001834509,0.00007344389,0.00002053237,0.00007658049,0.000009437917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994252,0.0001372435,0.00004929375,0.00001621307,0.000002492286,0.000007064012,0.000234994,0.000002705983,0.0001249058],"genre_scores_gemma":[0.9996172,0.00005261441,0.00001440401,0.00001069403,0.000004525878,0.000004297985,0.0002387273,0.000002057155,0.0000553742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006297852,"threshold_uncertainty_score":0.0125224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059486607661804,"score_gpt":0.3175702413128882,"score_spread":0.2969753752362702,"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."}}