{"id":"W3115968274","doi":"10.36740/wlek202010131","title":"SAFETY OF PATIENTS AND MEDICAL STAFF IN CURRICULA AND TRAINING PROGRAMS FOR MEDICAL PROFESSIONALS IN UKRAINE","year":2020,"lang":"en","type":"article","venue":"Wiadomości Lekarskie","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Thematic analysis; Patient safety; Specialty; Medical education; Occupational safety and health; Nursing; Medicine; Health care; Anesthesiology; Bioethics; Accreditation; Psychology; Family medicine; Political science; Pedagogy; Qualitative research; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.00166711,0.0001673314,0.0005105594,0.0001160196,0.0001367585,8.727739e-7,0.0001767174,0.0004121205,0.0002556442],"category_scores_gemma":[0.005217188,0.0001360211,0.00003837835,0.0003438057,0.0002560088,0.0001121971,0.0001705218,0.0007096913,0.000004185184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004534813,"about_ca_system_score_gemma":0.0006193734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003257168,"about_ca_topic_score_gemma":0.0001941282,"domain_scores_codex":[0.9967949,0.000426442,0.001103121,0.0003754262,0.0008221415,0.0004780144],"domain_scores_gemma":[0.9979991,0.0008693063,0.0003126662,0.0001114028,0.0001046918,0.0006028574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00142198,0.001656502,0.6447867,0.002070772,0.00003888656,0.00003052794,0.1058726,0.000004268516,0.0000170212,0.004900061,0.002243803,0.2369569],"study_design_scores_gemma":[0.05446891,0.001837307,0.7786745,0.01330156,0.00006561331,0.000005699942,0.04661769,0.01521213,0.00001790507,0.001591857,0.08722883,0.0009779569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964051,0.0003017066,0.0008791517,0.03137724,0.0002871179,0.002495756,0.00006010819,0.00004182488,0.0005060895],"genre_scores_gemma":[0.9966474,0.0001577613,0.000563961,0.001938563,0.0001040024,0.0003404479,0.0001946911,0.00002009836,0.00003308758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.235979,"threshold_uncertainty_score":0.6245838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07389914104714489,"score_gpt":0.4170105400440741,"score_spread":0.3431113989969292,"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."}}