{"id":"W3080173807","doi":"10.21037/jtd-20-1387","title":"Change in treatment modality and trends in survival among stage I non-small cell lung cancer patients: a population-based study","year":2020,"lang":"en","type":"article","venue":"Journal of Thoracic Disease","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University of Toronto; McMaster University","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Radiation therapy; Stage (stratigraphy); Lung cancer; Population; Treatment modality; Modalities; Survival rate; Internal medicine; Surgery; Oncology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007130777,0.0001924479,0.0003355372,0.0007928413,0.0006366367,0.000562774,0.000640722,0.0005095854,0.000982065],"category_scores_gemma":[0.002365683,0.000215749,0.0007252255,0.002092025,0.0003732962,0.0005188636,0.0004097785,0.0006556348,0.0001421797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003130784,"about_ca_system_score_gemma":0.002943785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3923231,"about_ca_topic_score_gemma":0.4764985,"domain_scores_codex":[0.9992856,0.00007748909,0.00006995424,0.0001960163,0.0002122263,0.0001586305],"domain_scores_gemma":[0.9985507,0.0001510563,0.0006368616,0.00008608701,0.0003462241,0.0002290401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003403645,0.00001224887,0.9991828,0.000009186515,0.00004022616,0.00001647214,0.00006725361,0.00002831825,0.00004972415,0.00000745512,0.0001040343,0.0004483215],"study_design_scores_gemma":[0.000002898155,0.00003615814,0.999514,0.000004265033,0.00001995749,0.000035283,0.0001325862,0.000095386,0.000009752447,0.000005538228,0.000141311,0.00000279516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997049,0.0002834572,0.00007798651,0.0001063699,0.000004798741,0.00002352976,0.001977771,0.000005153652,0.0004719667],"genre_scores_gemma":[0.9986254,0.00009600626,0.00006666491,0.00004141838,0.000004948537,0.00001529929,0.001068133,0.000001625813,0.00008044614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3923231,"threshold_uncertainty_score":0.780079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03699875988923677,"score_gpt":0.3661851700138917,"score_spread":0.3291864101246549,"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."}}