{"id":"W2062721727","doi":"10.1097/jnn.0000000000000035","title":"Standardizing Neurological Assessments","year":2014,"lang":"en","type":"article","venue":"Journal of Neuroscience Nursing","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glasgow Coma Scale; Neurology; Medicine; Neurological examination; Neurosurgery; Stroke (engine); Coma (optics); Health care; Population; Intensive care medicine; Medical emergency; Psychiatry","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":[0.1320449,0.00174975,0.00161961,0.01053908,0.00207477,0.007088158,0.004693514,0.001500133,0.002107912],"category_scores_gemma":[0.2080891,0.0008016786,0.001375158,0.004322982,0.001970438,0.005709696,0.007938374,0.004663407,0.001841526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006705194,"about_ca_system_score_gemma":0.01385419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006895869,"about_ca_topic_score_gemma":0.009769906,"domain_scores_codex":[0.9019731,0.04463259,0.02155135,0.006544266,0.0231765,0.002122112],"domain_scores_gemma":[0.8282381,0.03879179,0.009335434,0.02029411,0.1008198,0.002520773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004638194,0.0006434378,0.06772843,0.001148865,0.000206569,0.0002012501,0.004658242,0.004212937,0.003837876,0.01243939,0.03462706,0.869832],"study_design_scores_gemma":[0.0007184276,0.003948331,0.3992508,0.01295759,0.00101025,0.002706059,0.02434162,0.0304111,0.04129896,0.09018399,0.3921063,0.001066587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1470653,0.007678244,0.709927,0.01672223,0.004505298,0.02630295,0.002611431,0.006385873,0.07880171],"genre_scores_gemma":[0.2754555,0.006297125,0.6953632,0.002678689,0.0009597313,0.01011509,0.004125545,0.0007783159,0.004226851],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1320449,"threshold_uncertainty_score":0.6983285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03929850861670089,"score_gpt":0.3674882631224731,"score_spread":0.3281897545057721,"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."}}