{"id":"W4285246261","doi":"10.11604/pamj.2022.42.140.35086","title":"Stroke units in Nigeria: a report from a Nationwide organizational cross-sectional survey","year":2022,"lang":"en","type":"article","venue":"Pan African Medical Journal","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Stroke (engine); Cross-sectional study; Unit (ring theory); Emergency medicine; Family medicine; Medical emergency; Pathology","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":[0.001102864,0.0001911849,0.0002943703,0.001092712,0.0007074805,0.0006614865,0.0002970536,0.0003482571,0.0009924283],"category_scores_gemma":[0.001923542,0.0004343567,0.0002136358,0.001526674,0.000266887,0.000669177,0.0006271641,0.0004198482,0.0002920637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005088336,"about_ca_system_score_gemma":0.0007329328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009964373,"about_ca_topic_score_gemma":0.01851305,"domain_scores_codex":[0.9993186,0.0001828356,0.000170611,0.0000682984,0.0001317636,0.0001279829],"domain_scores_gemma":[0.9984269,0.0002280092,0.0008325155,0.0000565076,0.000222093,0.0002339753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001195144,0.00005318425,0.9986211,0.00001961909,0.000006946553,0.00006369348,0.0003979647,0.000006033072,0.00005045474,0.000007846339,0.000120844,0.0006402952],"study_design_scores_gemma":[0.000002679904,0.00007206263,0.9963118,0.00003803792,0.000008840475,0.0002226465,0.00300033,0.00004699242,0.00002832923,0.00001071405,0.0002542875,0.000003110392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987788,0.0001433143,0.00003681059,0.00007545405,0.00000551372,0.00003450284,0.0005057105,0.000001521058,0.0004183924],"genre_scores_gemma":[0.9985437,0.0004069322,0.00009837875,0.0001033734,0.000006986075,0.00004908593,0.0006405197,0.00000128692,0.0001497968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009964373,"threshold_uncertainty_score":0.01981276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359615774315853,"score_gpt":0.2893312183911766,"score_spread":0.2657350606480181,"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."}}