{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004235304,0.0006712129,0.0008850367,0.002661858,0.002639809,0.004681604,0.001347999,0.00320825,0.006867615],"category_scores_gemma":[0.0108397,0.0005743896,0.0005142213,0.004738338,0.002739582,0.009487397,0.002662163,0.002324328,0.0005459756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004103246,"about_ca_system_score_gemma":0.0239887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0305714,"about_ca_topic_score_gemma":0.04736416,"domain_scores_codex":[0.9969206,0.0012027,0.0003170591,0.0001928293,0.0003868386,0.0009800092],"domain_scores_gemma":[0.9904602,0.002756901,0.002067077,0.0001195376,0.0015476,0.003048826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003275367,0.0005006046,0.245815,0.04316444,0.0003601049,0.003374297,0.01503883,0.0005391106,0.001299707,0.01665309,0.07843984,0.5944875],"study_design_scores_gemma":[0.0001250612,0.0005059761,0.4172895,0.1190841,0.0005806182,0.004753542,0.190135,0.00131848,0.0005623343,0.01867144,0.24675,0.0002239733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06997561,0.3359595,0.0006840736,0.5838397,0.002586112,0.000121539,0.001066373,0.0000513555,0.005715646],"genre_scores_gemma":[0.586016,0.3768263,0.002782991,0.02990205,0.002704726,0.0002130127,0.0006346529,0.00002281669,0.0008974688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0305714,"threshold_uncertainty_score":0.0607869,"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."}}