{"id":"W4416876582","doi":"10.1016/j.outlook.2025.102614","title":"Reframing value in nursing education","year":2025,"lang":"en","type":"article","venue":"Nursing Outlook","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"Canada Research Chairs","keywords":"Cognitive reframing; Value (mathematics); Nurse education; Nursing research; Value judgment; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003030729,0.0002136984,0.0002325426,0.0008276085,0.0002207524,0.0001389771,0.0002364582,0.0001309037,0.00004124761],"category_scores_gemma":[0.0001210035,0.0002515696,0.0000726431,0.0008277557,0.000156538,0.0002234511,0.00001185137,0.0002976762,0.00006221154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001772145,"about_ca_system_score_gemma":0.0002103587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001428584,"about_ca_topic_score_gemma":0.00001206294,"domain_scores_codex":[0.9982945,0.0001455904,0.0003998921,0.0004697359,0.0002261752,0.0004641593],"domain_scores_gemma":[0.9991962,0.00007543706,0.0001014061,0.000469656,0.00007563644,0.00008167065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009742643,0.001511109,0.001201586,0.00006102369,0.000007506228,7.952456e-7,0.005436749,0.0001316858,0.001409312,0.03958301,0.1256487,0.8249111],"study_design_scores_gemma":[0.003720919,0.0003093046,0.1460616,0.04480772,0.0004743905,0.00003575304,0.02760966,0.007786754,0.01843621,0.2498332,0.4991657,0.001758837],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1696829,0.002156256,0.001978724,0.07724111,0.06948515,0.001075213,0.000001722171,0.0005350938,0.6778438],"genre_scores_gemma":[0.9660697,0.00001132028,0.003583456,0.003205377,0.0003146972,0.00004498616,0.00002771972,0.00004223628,0.0267005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8231523,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151031433396415,"score_gpt":0.3503893251183989,"score_spread":0.3388790107844348,"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."}}