{"id":"W94144142","doi":"10.1227/01.neu.0000430514.46473.4f","title":"Commentary","year":2013,"lang":"en","type":"letter","venue":"Neurosurgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007428168,0.0003602286,0.0005970948,0.0002403118,0.00003789507,0.00003614953,0.0001697716,0.0004444689,0.001701357],"category_scores_gemma":[0.00005616817,0.0003254747,0.0003049051,0.0001190897,0.00007979215,0.00005115646,0.0001953374,0.001916594,0.001323573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008718334,"about_ca_system_score_gemma":0.00003280969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003463956,"about_ca_topic_score_gemma":5.345211e-8,"domain_scores_codex":[0.9980563,0.00005106616,0.000377231,0.0004952475,0.0005412822,0.0004789006],"domain_scores_gemma":[0.9986117,0.0002139983,0.0001607898,0.0008787232,0.00004673075,0.00008803081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008199298,0.00002749756,0.001547596,0.0002577275,0.0001057387,0.003999338,0.000004484048,7.837262e-8,0.0001778289,2.425254e-7,0.9928434,0.001027868],"study_design_scores_gemma":[0.0002504076,0.00004408684,0.0009067201,0.0001139256,0.0002054943,0.0001764615,0.000002278989,0.00001217681,0.0001969694,0.000002603524,0.9978593,0.0002295628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002085074,0.0001182573,0.00001086914,0.9563493,0.00210337,0.0005503102,0.00002938235,0.0002048182,0.03854864],"genre_scores_gemma":[0.0001546072,0.00008525738,0.0001654422,0.9438025,0.007559411,0.00009252907,0.0008403942,0.0001234645,0.04717633],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01254672,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029929227310854,"score_gpt":0.2383977652947897,"score_spread":0.2180984730216812,"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."}}