{"id":"W2772616506","doi":"","title":"Nursing Student and Instructor Preference for Clinical Models: Evidence to Support Curriculum Development","year":2018,"lang":"en","type":"article","venue":"Nursing Education Research Conference 2018 (NERC18)","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Curriculum; Preference; Nursing; Medical education; Psychology; Nurse education; Medicine; Pedagogy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002881383,0.0002599037,0.0004043027,0.0006243415,0.0007161394,0.000234973,0.0003848723,0.0002393486,0.0003155544],"category_scores_gemma":[0.001851661,0.0002533407,0.00005704135,0.0006821721,0.0008856254,0.0004395672,0.00005884977,0.0005474149,0.0001495859],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566601,"about_ca_system_score_gemma":0.0148309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001363892,"about_ca_topic_score_gemma":0.0000331663,"domain_scores_codex":[0.9956211,0.0004032834,0.0009307422,0.001005403,0.001224237,0.0008152043],"domain_scores_gemma":[0.98954,0.0009508167,0.0001806381,0.0007909405,0.007441509,0.001096101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005655072,0.002895063,0.1901648,0.0004418753,0.00004530989,6.713688e-7,0.05692438,0.000006908834,0.000338053,0.007948245,0.07387126,0.6667979],"study_design_scores_gemma":[0.001796295,0.004914308,0.8873182,0.01793486,0.0001111479,0.00005661999,0.05908261,0.006549777,0.001459969,0.01009934,0.009838024,0.0008388647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738622,0.0003468371,0.005254389,0.01157923,0.003222028,0.003272701,0.000008602929,0.00009640805,0.002357633],"genre_scores_gemma":[0.9628953,0.0001176802,0.03268012,0.000559911,0.001453115,0.0006939536,0.00006775501,0.00004271876,0.001489473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6971533,"threshold_uncertainty_score":0.9999919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6474612819194628,"score_gpt":0.6362854048545697,"score_spread":0.01117587706489309,"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."}}