{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005916159,0.0008813811,0.001289679,0.002018122,0.002556728,0.005996904,0.003492357,0.01197278,0.247651],"category_scores_gemma":[0.05208639,0.0005131107,0.001542023,0.001876182,0.002042793,0.005072773,0.003566271,0.0100292,0.07580937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00432337,"about_ca_system_score_gemma":0.01475465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006361469,"about_ca_topic_score_gemma":0.007744213,"domain_scores_codex":[0.994612,0.001670904,0.0004299603,0.0006765827,0.00193133,0.0006792992],"domain_scores_gemma":[0.9767572,0.01115966,0.001084297,0.001121767,0.007788842,0.002088289],"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":[0.00001986224,0.000003641105,0.00002377536,0.0004026659,0.000007497192,0.00006649081,0.00005424317,0.00001032442,0.00001414419,0.003483766,0.9817152,0.01419844],"study_design_scores_gemma":[0.00001526568,0.000004896364,0.00006591446,0.001297102,0.000007902613,0.00009475194,0.00007948208,0.000007014212,0.00002106108,0.001579195,0.9968225,0.000004860902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003171665,0.05284127,0.0006407172,0.5987098,0.2058465,0.0001561792,0.002795526,0.0002509788,0.1384419],"genre_scores_gemma":[0.006236921,0.04553569,0.0007576966,0.6977564,0.08499873,0.0003473338,0.002211943,0.0003815709,0.1617737],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.247651,"threshold_uncertainty_score":0,"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."}}