{"id":"W4205453400","doi":"10.1177/17474930211066416","title":"Stroke services in Africa: What is there and what is needed","year":2022,"lang":"en","type":"article","venue":"International Journal of Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Stroke (engine); Incidence (geometry); Acute stroke; Health services; Medical emergency; Environmental health; Population; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003498396,0.0001488385,0.0002821087,0.000438265,0.00004528795,0.0003018384,0.0004252349,0.00004137344,0.001556423],"category_scores_gemma":[0.000009234223,0.0001336354,0.000138506,0.0001041338,0.00003787298,0.001287217,0.0003753609,0.000451542,0.000008508826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002747044,"about_ca_system_score_gemma":0.00005590842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004460662,"about_ca_topic_score_gemma":0.0000045153,"domain_scores_codex":[0.9979509,0.00003662986,0.0004861419,0.0001831961,0.001148997,0.0001941294],"domain_scores_gemma":[0.999081,0.00005684572,0.0003631249,0.0001450759,0.0002505984,0.0001033852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007541,0.0025874,0.2081381,0.0003719077,0.009437773,0.008573935,0.07738162,0.0003748255,0.09609835,0.0005808682,0.1284151,0.4604991],"study_design_scores_gemma":[0.01121384,0.001072642,0.02413542,0.001275074,0.0003452201,0.002123666,0.3119769,0.001533629,0.01767414,0.0002843073,0.6279433,0.0004218351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539747,0.009260491,0.00004075192,0.03244665,0.001165908,0.0001432881,0.00004666553,0.000009032437,0.002912553],"genre_scores_gemma":[0.9832381,0.006570618,0.0004768556,0.005451806,0.0003209207,0.000009210227,0.000007449962,0.00001964268,0.003905389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4995283,"threshold_uncertainty_score":0.9993563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431334161571,"score_gpt":0.2668146820533817,"score_spread":0.2525013404376717,"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."}}