{"id":"W2070763870","doi":"10.1093/annonc/mdv048.21","title":"Role of Treatment in International Differences in One-Year Mortality From Early Stage Non-Small Cell Lung Cancer: a Tentative Answer From the International Cancer Benchmarking Partnership Study","year":2015,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; Juravinski Cancer Centre; Cancer Care Ontario","funders":"","keywords":"Medicine; Benchmarking; Lung cancer; Stage (stratigraphy); Oncology; General partnership; Cancer; 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":[0.01769976,0.0003428753,0.0007197621,0.0009385192,0.0006179482,0.001928543,0.001705974,0.001010876,0.002803936],"category_scores_gemma":[0.02898208,0.0002410783,0.001631205,0.003149773,0.00150492,0.00290134,0.002717826,0.002161104,0.0001761648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009272401,"about_ca_system_score_gemma":0.001377249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01421922,"about_ca_topic_score_gemma":0.02615537,"domain_scores_codex":[0.993063,0.004197787,0.000672609,0.000688351,0.0005901958,0.0007879765],"domain_scores_gemma":[0.9776933,0.00892015,0.00604991,0.003299584,0.002237918,0.001799235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005143326,0.0001126073,0.955786,0.0001624532,0.0009031555,0.00008991888,0.001602826,0.0006413414,0.0001623629,0.007468987,0.003380162,0.02917586],"study_design_scores_gemma":[0.00004942257,0.0001792347,0.9824412,0.0003742592,0.0008016921,0.0001281333,0.005282481,0.0007637141,0.0002320757,0.004535249,0.005177123,0.00003530341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9019133,0.01813669,0.002874024,0.05773933,0.001024811,0.00004891743,0.002176014,0.000025406,0.01606147],"genre_scores_gemma":[0.9968488,0.0006424919,0.0003615961,0.001434905,0.0001127252,0.00000818797,0.0003356728,0.0000117965,0.0002437745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01769976,"threshold_uncertainty_score":0.09360641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1520247501258432,"score_gpt":0.4490947623995554,"score_spread":0.2970700122737122,"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."}}