{"id":"W2888809949","doi":"10.5430/jnep.v9n1p27","title":"Home health simulation: Helping students meet the changing healthcare needs","year":2018,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Health and Well-being Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Resources and Services Administration; U.S. Department of Health and Human Services","keywords":"Curriculum; Nursing; Variety (cybernetics); Health care; Nurse education; Medicine; Acute care; Team nursing; Population; Medical education; Psychology; Pedagogy; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002936709,0.00009215421,0.0001776845,0.0002675434,0.001150485,0.00007565668,0.0001278516,0.00004885779,0.00002984054],"category_scores_gemma":[0.0005425277,0.0000688537,0.00003262319,0.0004090294,0.00008725431,0.000293013,0.00001849872,0.0002587109,0.00001389648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001671181,"about_ca_system_score_gemma":0.0004101299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006814422,"about_ca_topic_score_gemma":0.000004136054,"domain_scores_codex":[0.9981534,0.0007434409,0.000433664,0.0001013892,0.0002848479,0.0002832488],"domain_scores_gemma":[0.9973879,0.001045581,0.0007763647,0.0001445139,0.0004941722,0.0001514509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004729556,0.0009451969,0.003860627,0.00006956343,0.000123928,0.000002446733,0.5627357,0.00001731053,0.000003474654,0.006498727,0.05779273,0.3674774],"study_design_scores_gemma":[0.001100058,0.001708141,0.06895043,0.00144871,0.000145945,0.002186494,0.4207438,0.00007701933,0.0000031448,0.002130429,0.5012698,0.0002360689],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2463462,0.02473888,0.002259086,0.689171,0.02055245,0.000429835,0.000001809783,0.00003233684,0.01646842],"genre_scores_gemma":[0.9730489,0.0003134659,0.0005920348,0.02266722,0.002890088,0.000003175321,6.540145e-7,0.00001215125,0.0004723502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7267027,"threshold_uncertainty_score":0.8848715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1271143995655809,"score_gpt":0.54139487885461,"score_spread":0.4142804792890291,"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."}}