{"id":"W4390404802","doi":"10.3390/healthcare12010077","title":"Knowledge on Stroke Recognition and Management among Emergency Department Healthcare Professionals in the Republic of Cyprus","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Cyprus University of Technology","keywords":"Stroke (engine); Emergency department; Medicine; Health care; Psychological intervention; Family medicine; Work experience; Health professionals; Knowledge level; Descriptive statistics; Prioritization; Nursing; Medical emergency; Work (physics); Psychology","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":[0.0009048057,0.0001477624,0.0001777168,0.0008609298,0.0003982955,0.0004870711,0.0002424038,0.000258854,0.001323517],"category_scores_gemma":[0.002073927,0.000102832,0.0002092333,0.000758426,0.0003873875,0.0004090251,0.0004308833,0.0001798442,0.0002056891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009120665,"about_ca_system_score_gemma":0.0007681099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01594253,"about_ca_topic_score_gemma":0.02048454,"domain_scores_codex":[0.9995186,0.0001403977,0.0000652489,0.00007564718,0.00007729929,0.000122722],"domain_scores_gemma":[0.9987715,0.0003911545,0.0005160369,0.00006425905,0.0001349336,0.0001222129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004382703,0.00007315585,0.9886649,0.00003548574,0.00001206906,0.0002395102,0.00258699,0.00007512453,0.0002854125,0.00004541111,0.0002167547,0.007721444],"study_design_scores_gemma":[0.000001039651,0.00003465648,0.9985377,0.00000987138,0.00000359621,0.00008190583,0.001108557,0.00006086028,0.00002970954,0.00000571194,0.0001250186,0.000001404831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994584,0.00004170555,0.00001156147,0.00004584305,0.000001372882,0.000004359217,0.00004332983,4.885834e-7,0.0003929113],"genre_scores_gemma":[0.9996686,0.000083083,0.0000224972,0.00002411058,0.000003915999,0.00000619133,0.00005826473,2.214358e-7,0.0001331334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01594253,"threshold_uncertainty_score":0.03169942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07528398408124362,"score_gpt":0.371728474139715,"score_spread":0.2964444900584714,"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."}}