{"id":"W2342232619","doi":"10.1007/s11864-016-0407-3","title":"SABR vs. Limited Resection for Non-small Cell Lung Cancer: Are We Closer to an Answer?","year":2016,"lang":"en","type":"review","venue":"Current Treatment Options in Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; SABR volatility model; Lung cancer; Resection; Cancer; Oncology; Lung; Internal medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001787663,0.0008022693,0.002546647,0.000846258,0.0001676315,0.00003115336,0.0002031431,0.0005759877,0.000156933],"category_scores_gemma":[0.00002630666,0.0005379244,0.0007324254,0.0005413951,0.00005684289,0.00008031548,0.00006709603,0.0002958132,0.00008761571],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01596301,"about_ca_system_score_gemma":0.001670366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001064621,"about_ca_topic_score_gemma":0.002349823,"domain_scores_codex":[0.9967251,0.0002372603,0.0009087878,0.001242926,0.0001804886,0.0007054736],"domain_scores_gemma":[0.9976005,0.000458752,0.0004656214,0.0008547032,0.0002022109,0.0004181883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003604584,0.006392041,0.002397907,0.00816157,0.0006012867,0.00004606417,0.0002251562,0.00001183844,6.007928e-7,0.00005744095,0.01026348,0.9714822],"study_design_scores_gemma":[0.005652105,0.007379813,0.0003721589,0.02779691,0.00444059,0.00002186946,0.00003879142,0.00002826695,0.00001067076,0.00001215919,0.9538082,0.0004385099],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009553469,0.9816309,0.00009906347,0.001971775,0.003776012,0.01006633,0.001112713,0.00009229621,0.0002955441],"genre_scores_gemma":[0.0001165527,0.9622885,0.0007946066,0.00006356966,0.001380204,0.03290759,0.001152334,0.0001199013,0.001176739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9710436,"threshold_uncertainty_score":0.9997072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1230738879600959,"score_gpt":0.4641401925651621,"score_spread":0.3410663046050663,"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."}}