{"id":"W2890492846","doi":"10.15574/sp.2018.89.20","title":"Assay of international experience in accreditation of continuing professional development of medical workers","year":2018,"lang":"en","type":"article","venue":"SOVREMENNAYA PEDIATRIYA","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Professional development; Continuing professional development; Medical education; Continuing education; Medicine; Nursing","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":[0.01058095,0.0002904221,0.0002156644,0.003145002,0.001052354,0.002170169,0.0006719711,0.0004996794,0.004278082],"category_scores_gemma":[0.02757697,0.0001528478,0.0003435333,0.003124242,0.0009279458,0.001581278,0.001886141,0.0008867722,0.0005547918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901524,"about_ca_system_score_gemma":0.003821838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00403193,"about_ca_topic_score_gemma":0.003607259,"domain_scores_codex":[0.9890939,0.003856841,0.000805385,0.0009331784,0.003791922,0.001518763],"domain_scores_gemma":[0.9705084,0.006917832,0.002986916,0.002033281,0.01296436,0.00458918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002463815,0.0009701469,0.5612754,0.0004814896,0.0000633313,0.000658364,0.04021504,0.0006052612,0.002790131,0.01041188,0.01051057,0.371772],"study_design_scores_gemma":[0.00002297038,0.0011513,0.7763899,0.000505889,0.00005740538,0.00184395,0.02925909,0.0007359454,0.003529032,0.00148114,0.1849606,0.00006274505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.836866,0.00879789,0.004082325,0.003033032,0.0004500114,0.0003314284,0.0003566102,0.00008611545,0.1459965],"genre_scores_gemma":[0.983095,0.00244285,0.002108056,0.000374427,0.0001065894,0.00007582928,0.000350375,0.00003172523,0.01141519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01058095,"threshold_uncertainty_score":0.05595803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05068410387230475,"score_gpt":0.3734973448365346,"score_spread":0.3228132409642299,"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."}}