{"id":"W2116338644","doi":"10.1634/theoncologist.2013-0469","title":"Measuring the Population Impact of Introducing Stereotactic Ablative Radiotherapy for Stage I Non-Small Cell Lung Cancer in Canada","year":2014,"lang":"en","type":"article","venue":"The Oncologist","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"SABR volatility model; Medicine; Pneumonectomy; Lung cancer; Radiation therapy; Population; Quality-adjusted life year; Cancer registry; Surgery; Cost effectiveness; Oncology; Environmental health; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002063497,0.0005249417,0.0003497842,0.001334976,0.0007533065,0.001166072,0.001443056,0.0004416182,0.001726494],"category_scores_gemma":[0.01011408,0.0002389592,0.001073963,0.002414595,0.0004945335,0.0004562041,0.0009779782,0.0007283023,0.0001379958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07823135,"about_ca_system_score_gemma":0.05864371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896359,"about_ca_topic_score_gemma":0.986275,"domain_scores_codex":[0.9983411,0.00031572,0.00006985027,0.0001977795,0.0005875863,0.0004880285],"domain_scores_gemma":[0.9963405,0.0007829622,0.0006443488,0.0000835068,0.001750144,0.0003986406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004144111,0.0001806342,0.7317415,0.0003489229,0.0007491095,0.0002041869,0.0002948144,0.2224851,0.0002426061,0.004105619,0.007950218,0.03128291],"study_design_scores_gemma":[0.0001706359,0.0005424866,0.6747567,0.0002875653,0.0009263196,0.0001884634,0.001450642,0.3078442,0.0009779828,0.001991368,0.01074452,0.0001191434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587083,0.001998832,0.003976129,0.002450506,0.00004331745,0.0003263205,0.01969466,0.0001028612,0.01269905],"genre_scores_gemma":[0.9928826,0.0005533625,0.002142801,0.0001614864,0.000006527706,0.00005947494,0.003543876,0.0000135827,0.0006363107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07823135,"threshold_uncertainty_score":0.5676109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385957347975846,"score_gpt":0.321588290614131,"score_spread":0.2977287171343725,"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."}}