{"id":"W3174955591","doi":"10.1186/s41077-021-00162-4","title":"The association of standardized patient educators (ASPE) gynecological teaching associate (GTA) and male urogenital teaching associate (MUTA) standards of best practice","year":2021,"lang":"en","type":"article","venue":"Advances in Simulation","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Summative assessment; Context (archaeology); Formative assessment; Sobp; Medicine; Psychology; Pedagogy; Geography; Surgery","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":[0.03972656,0.0003817398,0.0004538504,0.003772027,0.002053628,0.002485969,0.001357794,0.001883181,0.008540994],"category_scores_gemma":[0.07354053,0.0005087827,0.0006152288,0.00486696,0.00203556,0.002421845,0.007067174,0.002770016,0.002182785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00340016,"about_ca_system_score_gemma":0.03452508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00286834,"about_ca_topic_score_gemma":0.004475783,"domain_scores_codex":[0.9555879,0.02274811,0.007916667,0.001908999,0.009335699,0.00250268],"domain_scores_gemma":[0.8506708,0.02888363,0.01788672,0.008615514,0.0759107,0.01803265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006536649,0.001301391,0.1166107,0.002278563,0.0001067177,0.0006386409,0.009472406,0.001522231,0.004277887,0.02473592,0.1463249,0.692077],"study_design_scores_gemma":[0.0001574222,0.001163385,0.1669702,0.002992493,0.00004732737,0.002978847,0.01256417,0.002858613,0.0033643,0.01080399,0.7959089,0.0001902971],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5389052,0.008423582,0.1035552,0.1146665,0.008506173,0.0120591,0.003085742,0.0008589693,0.2099396],"genre_scores_gemma":[0.8092644,0.006298044,0.1311582,0.0076625,0.0009431541,0.007925071,0.003369033,0.0001505406,0.03322907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03972656,"threshold_uncertainty_score":0.2100967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02333473451733736,"score_gpt":0.4437375101077572,"score_spread":0.4204027755904199,"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."}}