{"id":"W4410515405","doi":"10.3390/nursrep15050175","title":"Critical Thinking and Clinical Decision Making Among Registered Nurses in Clinical Practice: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Nursing Reports","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Wolverhampton","keywords":"CINAHL; Meta-analysis; Scopus; Critical thinking; MEDLINE; Scale (ratio); Psychology; Systematic review; Medical education; Applied psychology; Medicine; Psychological intervention; Nursing; Pathology; Geography","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02827489,0.0004495143,0.007992593,0.0004562115,0.000563937,0.00060448,0.0003079233,0.0007389101,0.00008254995],"category_scores_gemma":[0.1423052,0.0003433857,0.001907626,0.001463614,0.001093434,0.000337791,0.00011147,0.001096592,0.000003203102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910673,"about_ca_system_score_gemma":0.001280329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005564972,"about_ca_topic_score_gemma":0.0001137855,"domain_scores_codex":[0.985944,0.005490984,0.005679265,0.001305956,0.001111874,0.000467871],"domain_scores_gemma":[0.9731643,0.02313081,0.001963644,0.0009408676,0.0004721687,0.0003282778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00000656989,0.0008211709,0.0004760796,0.6786641,0.02908204,0.0009969198,0.004141094,4.658046e-8,1.202326e-10,0.01311485,0.002299733,0.2703974],"study_design_scores_gemma":[0.0000298625,0.00001501091,0.00008468493,0.3511413,0.584366,0.0001314145,0.0008554955,8.193932e-7,3.323156e-10,0.007522957,0.055521,0.0003315215],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001998302,0.9875643,0.0002183714,0.002978281,0.001657864,0.002205126,0.000002808922,0.00007083762,0.005300371],"genre_scores_gemma":[0.000148775,0.9879392,0.009040904,0.00153613,0.0001007657,0.0001703478,0.00001074237,0.00002483094,0.001028241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5552839,"threshold_uncertainty_score":0.9999018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1983214939099199,"score_gpt":0.5901962279576227,"score_spread":0.3918747340477028,"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."}}