{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006363243,0.0001122084,0.0001350658,0.001415163,0.0002975105,0.0005002136,0.0001819029,0.0001752336,0.001452092],"category_scores_gemma":[0.002308112,0.00009378784,0.0001441356,0.0009874423,0.0002164095,0.0002361207,0.000477402,0.000198511,0.0002329197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005429397,"about_ca_system_score_gemma":0.0008643895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008203802,"about_ca_topic_score_gemma":0.01105119,"domain_scores_codex":[0.9995677,0.0001208641,0.00005853491,0.00004940659,0.00008844738,0.00011514],"domain_scores_gemma":[0.9982159,0.0003145064,0.0006579602,0.00005420893,0.000341469,0.0004159018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002303152,0.00002718434,0.9955387,0.00002809556,0.000007368938,0.00005404535,0.001109844,0.00002916315,0.0001027682,0.00001727998,0.0001373138,0.002925248],"study_design_scores_gemma":[5.253214e-7,0.00003531102,0.9962512,0.000011239,0.000001955756,0.00005458693,0.003374405,0.00002973344,0.00002181809,0.000005507109,0.0002121113,0.000001582065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991643,0.00009305696,0.00003901161,0.00003976004,0.000002285027,0.00001107788,0.000250222,0.000001173501,0.0003991427],"genre_scores_gemma":[0.9993401,0.0001058195,0.00007133805,0.000016291,0.00000411853,0.00001398463,0.0002377386,5.142763e-7,0.0002100861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008203802,"threshold_uncertainty_score":0.01631212,"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."}}