{"id":"W2087036199","doi":"10.1093/qjmed/hcl135","title":"Early neurological deterioration in acute stroke","year":2006,"lang":"en","type":"letter","venue":"QJM","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Heart and Stroke Foundation of Canada","keywords":"Stroke (engine); Medicine; Acute stroke; Physical medicine and rehabilitation; Internal medicine; Tissue plasminogen activator; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007385632,0.0002631264,0.0004278503,0.0002225734,0.00001723913,0.00003027561,0.0001605988,0.0006486659,0.0001677578],"category_scores_gemma":[0.00001724428,0.0002270317,0.0001243944,0.0001140252,0.00004848842,0.0000456455,0.00009942926,0.001487723,0.0002637109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008640709,"about_ca_system_score_gemma":0.00002847009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000586673,"about_ca_topic_score_gemma":0.000003989461,"domain_scores_codex":[0.99841,0.00004450381,0.0003319277,0.000449622,0.0003959031,0.0003680143],"domain_scores_gemma":[0.9993635,0.00003489015,0.0001158625,0.0004227349,0.000029439,0.00003356822],"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":[0.00003511335,0.0000215367,0.008796024,0.00004198756,0.00005193285,0.004796255,0.00001132369,4.6218e-7,0.0008112081,0.000001117716,0.9845257,0.0009073613],"study_design_scores_gemma":[0.0008407543,0.0003605909,0.08745725,0.00004218849,0.0002291741,0.00004474422,0.000001239868,0.0000491067,0.00008845694,0.00001266454,0.910683,0.0001908019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.430011,0.00007859839,0.000187481,0.5401984,0.0004325989,0.0007929154,0.0000549249,0.0001391466,0.02810495],"genre_scores_gemma":[0.0357371,0.00001532069,0.001522437,0.8962705,0.003159413,0.0001148802,0.001018529,0.0000827628,0.06207912],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3942739,"threshold_uncertainty_score":0.9258084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315817040399656,"score_gpt":0.2437091460862162,"score_spread":0.2305509756822196,"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."}}