{"id":"W2733103919","doi":"10.15253/2175-6783.2017000300014","title":"Simulation with standardized patients: nursing student’s communication skills in health","year":2017,"lang":"en","type":"article","venue":"Rev Rene","topic":"Health Education and Validation","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nursing; Psychology; Medicine; Medical education","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001429324,0.00005106508,0.0001211645,0.00005972099,0.001174949,0.0001436201,0.0001978337,0.00004176404,0.00004419736],"category_scores_gemma":[0.0006201606,0.00004818239,0.00001358779,0.0001004794,0.00009771263,0.0003551932,0.00001116593,0.00007949072,0.000009525173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006130949,"about_ca_system_score_gemma":0.0004487138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640327,"about_ca_topic_score_gemma":0.002991549,"domain_scores_codex":[0.9987046,0.0004462791,0.0002446019,0.0001177595,0.0003080388,0.0001787313],"domain_scores_gemma":[0.9988979,0.0001352822,0.0003452324,0.0003584009,0.0001683193,0.00009485842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005914335,0.0009925733,0.4917234,0.00005213595,0.000008041355,1.839319e-7,0.1092914,0.001786007,0.000001780163,0.01023807,0.0005114596,0.3853358],"study_design_scores_gemma":[0.001311841,0.0000699173,0.9214764,0.0006112927,0.000003732476,2.748092e-8,0.003139195,0.0002253069,0.000006047388,0.0005118524,0.07253521,0.0001092258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562017,0.0001996299,0.001584311,0.02218153,0.0003471811,0.001174619,0.000006882885,0.00005724341,0.01824695],"genre_scores_gemma":[0.9979684,0.0004253776,0.001005874,0.0001848341,0.00005565794,0.00001395631,0.00003262523,0.000006203099,0.0003071101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.429753,"threshold_uncertainty_score":0.9036873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06806783193388022,"score_gpt":0.512865022929663,"score_spread":0.4447971909957827,"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."}}