{"id":"W3016225383","doi":"10.21037/jtd.2020.03.112","title":"Stereotactic ablative radiotherapy for malignant mediastinal and hilar lymphadenopathy: a systematic review","year":2020,"lang":"en","type":"review","venue":"Journal of Thoracic Disease","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; London Health Sciences Centre; University of Toronto","funders":"","keywords":"Ablative case; Medicine; Radiology; Mediastinal lymphadenopathy; Radiation therapy; Biopsy","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":[0.004758973,0.001386149,0.00643185,0.007366774,0.0005006908,0.001700012,0.001825842,0.001502093,0.004063822],"category_scores_gemma":[0.01790208,0.0007873815,0.006436129,0.008877902,0.0007036831,0.001648069,0.001058807,0.0007707605,0.0003464113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002350715,"about_ca_system_score_gemma":0.008331494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00646356,"about_ca_topic_score_gemma":0.02007652,"domain_scores_codex":[0.9963002,0.001110816,0.001419694,0.0003118767,0.00071916,0.0001384512],"domain_scores_gemma":[0.9879188,0.007987951,0.002529825,0.0001775625,0.001235096,0.0001508781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001205508,0.00001158017,0.0004886969,0.9751841,0.005981179,0.00007429117,0.0001109989,0.00006233753,0.0001191081,0.00008599487,0.0009268542,0.01683426],"study_design_scores_gemma":[0.0002571053,0.0002741982,0.00474845,0.8836818,0.0939453,0.0004916169,0.0002786214,0.00009904886,0.0002058065,0.0001994288,0.01578256,0.00003606762],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001399229,0.9972787,0.0001437614,0.0001679924,0.00006061417,0.0003092026,0.0003868283,0.000008667196,0.0002449449],"genre_scores_gemma":[0.01455069,0.9835662,0.0005156133,0.0003661894,0.00005067727,0.0005827744,0.0002473222,0.000004772588,0.0001157797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007366774,"threshold_uncertainty_score":0.02516812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05558917986294021,"score_gpt":0.4326456162137283,"score_spread":0.3770564363507881,"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."}}