{"id":"W3092533030","doi":"10.1016/j.ecns.2020.08.013","title":"Simulation Research Rubric: Further Analysis of Published Simulation Studies and Future Implications","year":2020,"lang":"en","type":"article","venue":"Clinical Simulation in Nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rubric; Strengths and weaknesses; Reliability (semiconductor); Quality (philosophy); Medical education; Psychology; Research design; Computer science; Medicine; Medical physics; Mathematics education; Sociology; Social science; Social psychology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05585829,0.001182052,0.002882445,0.03249706,0.002920216,0.008277197,0.003057207,0.001596224,0.04300714],"category_scores_gemma":[0.2933152,0.0007643022,0.004048733,0.0286735,0.001989793,0.004106164,0.004815122,0.00248033,0.009665756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004367482,"about_ca_system_score_gemma":0.02113355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008117976,"about_ca_topic_score_gemma":0.01258182,"domain_scores_codex":[0.9240987,0.03840637,0.01947655,0.001665994,0.01537431,0.0009779988],"domain_scores_gemma":[0.6068815,0.2084446,0.02682782,0.02269731,0.1305191,0.004629683],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001277126,0.0008565233,0.0240318,0.04719765,0.0008789914,0.0002392801,0.005577948,0.002027921,0.004264767,0.0310847,0.2559768,0.6265864],"study_design_scores_gemma":[0.0008981652,0.001231486,0.1183628,0.06873803,0.002920907,0.001906351,0.01237744,0.01586187,0.006925934,0.03469675,0.7353904,0.0006898777],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08735364,0.07885963,0.3347138,0.09605913,0.01798489,0.04114683,0.1315157,0.01531511,0.1970514],"genre_scores_gemma":[0.1910989,0.04798526,0.6110225,0.01782937,0.005892992,0.03527703,0.05854561,0.005358661,0.02698974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9441417,"threshold_uncertainty_score":0.2954104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3470194820115118,"score_gpt":0.6120380926057364,"score_spread":0.2650186105942245,"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."}}