{"id":"W4411708714","doi":"10.1002/aorn.14369","title":"Perioperative Clinical Courses for Prelicensure Nursing Students: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"AORN Journal","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perioperative nursing; Perioperative; Operating room nursing; Nursing; Medicine; Medical education; Psychology; Surgery","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"],"consensus_categories":[],"category_scores_codex":[0.001406467,0.0004267769,0.003746031,0.0001538964,0.0003041379,0.0001179388,0.0003359647,0.0002924506,0.0002539101],"category_scores_gemma":[0.0028935,0.0002588748,0.001819792,0.0002519579,0.00008372939,0.0000825204,0.00006598051,0.001244822,0.00002859392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857392,"about_ca_system_score_gemma":0.003752493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.061647e-7,"about_ca_topic_score_gemma":4.557114e-7,"domain_scores_codex":[0.9967026,0.000320858,0.001790119,0.0003835682,0.0004291109,0.0003737058],"domain_scores_gemma":[0.9974095,0.0007520259,0.000621528,0.0003393818,0.0004208268,0.0004567112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001401701,0.0002522613,0.0001441571,0.1443415,0.0003817845,0.00006241311,0.00003122825,1.446629e-8,6.126202e-9,0.00002320679,0.01005206,0.8446974],"study_design_scores_gemma":[0.0004896091,0.0003053046,0.00002258073,0.5575731,0.003424745,0.0005001456,0.00002910038,1.828631e-7,3.350205e-8,0.00000440428,0.4375122,0.0001386612],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003124838,0.9927022,0.0001871544,0.0009929624,0.001342576,0.003854422,0.00002260603,0.00002593171,0.0008690544],"genre_scores_gemma":[4.988979e-7,0.9906391,0.001591477,0.001240635,0.001189376,0.0001080052,0.00003285072,0.00004779306,0.005150262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8445587,"threshold_uncertainty_score":0.9999864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202206174143121,"score_gpt":0.5749717795955722,"score_spread":0.4547511621812601,"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."}}