{"id":"W4388705169","doi":"10.5272/jimab.2023294.5214","title":"ANALYSIS OF MAIN DEMOGRAPHIC AND PROFESSIONAL INDICATORS RELATED TO THE ACTIVITIES OF MEDICAL ASSISTANTS WORKING IN THE CENTERS FOR EMERGENCY MEDICAL ASSISTANCE IN THE REPUBLIC OF BULGARIA","year":2023,"lang":"en","type":"article","venue":"Journal of IMAB - Annual Proceeding (Scientific Papers)","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Quarter (Canadian coin); Medical education; Subject (documents); Emergency medical services; Medicine; Medical emergency; Psychology; Family medicine; Geography; Engineering; Library science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03360595,0.0001465527,0.0007148116,0.002045783,0.0002123914,0.00003833946,0.0006974839,0.0002113996,0.00006329323],"category_scores_gemma":[0.004384515,0.00007105854,0.0002520993,0.008304261,0.0003446034,0.0001541329,0.00007548425,0.000824425,1.080921e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006843466,"about_ca_system_score_gemma":0.001603725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224287,"about_ca_topic_score_gemma":0.0004781259,"domain_scores_codex":[0.9938487,0.0004567606,0.00191173,0.0002722783,0.003076121,0.000434413],"domain_scores_gemma":[0.9971492,0.0008859375,0.001125461,0.0002265005,0.0003526672,0.0002602651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005040074,0.0005779616,0.8854949,0.000926488,0.0006564191,0.00004445089,0.07901099,0.00000736938,0.0006692771,0.002876582,0.01283425,0.01639729],"study_design_scores_gemma":[0.001324506,0.0003377379,0.8629095,0.002099891,0.0002094484,0.00008288857,0.126163,0.001055867,0.00001609967,0.0001351193,0.005562231,0.0001036837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611396,0.0003693149,0.00001835187,0.03688662,0.0007739069,0.0005367056,0.00004518579,0.000005066066,0.000225216],"genre_scores_gemma":[0.9993594,0.0001490978,0.00003081772,0.0002314986,0.00007150147,0.00002320945,0.0000100328,0.00001027497,0.0001141408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04715202,"threshold_uncertainty_score":0.995106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328879222659097,"score_gpt":0.3690759005781378,"score_spread":0.3361879783122281,"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."}}