{"id":"W7119020680","doi":"10.65264/odzt3394","title":"Article 14: Joint Simulation Training for Correctional Officers and Healthcare Providers in a Correctional System","year":2022,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Health care; Experiential learning; Joint (building); Work (physics); Transformative learning; Variety (cybernetics); Debriefing","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003137109,0.0005182011,0.0008264359,0.001831316,0.005162642,0.0002241554,0.0001457756,0.0002242132,0.000507734],"category_scores_gemma":[0.001728884,0.0006519975,0.0003289759,0.001867706,0.0001523177,0.0008103375,0.00008118297,0.002653153,0.000009922985],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01120542,"about_ca_system_score_gemma":0.007301189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324281,"about_ca_topic_score_gemma":0.0004706559,"domain_scores_codex":[0.9934196,0.0009637402,0.002298169,0.0009411746,0.001158161,0.00121917],"domain_scores_gemma":[0.9924576,0.003299207,0.001272926,0.0003590881,0.001741852,0.000869297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001528891,0.0003437508,0.1114505,0.0005124976,0.0001113104,0.00002326774,0.02369641,0.8450502,0.00007317588,0.0001899529,0.001155946,0.01586407],"study_design_scores_gemma":[0.004318087,0.001504238,0.0346616,0.0009064262,0.0002071665,0.003289029,0.2663578,0.6857878,0.00002556185,0.0001419848,0.002320817,0.0004795296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8209233,0.002643257,0.08521452,0.006559729,0.07969094,0.004333825,0.0002031156,0.0002634471,0.0001679158],"genre_scores_gemma":[0.9925779,0.0000540185,0.002241309,0.0008402779,0.002702378,0.0008116034,0.0001062392,0.0001352153,0.0005311091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2426614,"threshold_uncertainty_score":0.9996477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06125081903776945,"score_gpt":0.3608334382375447,"score_spread":0.2995826191997752,"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."}}