{"id":"W4211188396","doi":"10.1097/nne.0000000000001173","title":"Virtual Health Assessment Laboratory Course Delivery and Nursing Student Clinical Judgment","year":2022,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Nursing education and management","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Clinical judgment; Psychomotor learning; Educational measurement; Course (navigation); Health assessment; Nurse education; Virtual patient; MEDLINE","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":[0.001509244,0.0002674888,0.0003959026,0.0001957047,0.0009403508,0.0001278191,0.000309538,0.00005366471,0.0005783766],"category_scores_gemma":[0.0000236252,0.0003038118,0.00009939195,0.0003372268,0.0002190965,0.0001397221,0.00008240594,0.0006262324,0.00003689828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706895,"about_ca_system_score_gemma":0.001078908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005151056,"about_ca_topic_score_gemma":0.000007120456,"domain_scores_codex":[0.996525,0.0008089519,0.0006645165,0.0006879387,0.00074649,0.0005671246],"domain_scores_gemma":[0.9983932,0.0001375452,0.0003185386,0.0005596689,0.00008731811,0.0005036857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001210277,0.007524258,0.01931522,0.00002514467,0.00007720326,0.00000454951,0.00896881,0.00002851042,0.00005141528,0.003201372,0.7796289,0.1810536],"study_design_scores_gemma":[0.001836329,0.002146934,0.3148135,0.0001528465,0.0001756961,0.00001637885,0.1217533,0.00011663,0.00003583737,0.000143484,0.5582978,0.0005112062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8568708,0.001652697,0.00003477656,0.06594097,0.07267617,0.0009926803,0.00004911625,0.0002044092,0.001578342],"genre_scores_gemma":[0.9823757,0.00005156168,0.0008979746,0.01279831,0.000988934,0.0002175339,0.00005917501,0.00006879599,0.002542042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2954983,"threshold_uncertainty_score":0.9999414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845538988484851,"score_gpt":0.4288121960602208,"score_spread":0.4003568061753722,"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."}}