{"id":"W2041076350","doi":"10.1016/j.nedt.2006.07.004","title":"Critical thinking as an outcome of context-based learning among post RN students: A literature review","year":2006,"lang":"en","type":"review","venue":"Nurse Education Today","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"CINAHL; Critical thinking; MEDLINE; Context (archaeology); Problem-based learning; Nursing; Medical education; Medicine; Psychology; Pedagogy; Psychological intervention","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002643524,0.0004222734,0.001303545,0.0003031764,0.0006960919,0.000478277,0.0009716632,0.0005009338,0.00106515],"category_scores_gemma":[0.005520161,0.0003785773,0.0004473072,0.0009255217,0.0004257254,0.0004004934,0.00003137066,0.001016087,0.0001612607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004700159,"about_ca_system_score_gemma":0.00408308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004975426,"about_ca_topic_score_gemma":0.0001318233,"domain_scores_codex":[0.9945768,0.001778158,0.00126849,0.0005947133,0.001329258,0.0004526173],"domain_scores_gemma":[0.9965661,0.0007522205,0.000524267,0.0004494177,0.001346563,0.0003614961],"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":[0.000002417614,0.001456144,0.001584887,0.02866689,0.0000432748,0.000004437009,0.01073467,1.235469e-7,4.034485e-8,0.1562778,0.005690371,0.7955389],"study_design_scores_gemma":[0.00006210909,0.00004869747,0.0002492882,0.107739,0.0003950894,0.000003191701,0.003290292,1.561272e-7,1.380224e-7,0.001745173,0.8860863,0.0003804664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003411636,0.9816689,0.00002961907,0.005278601,0.002694855,0.001192795,0.00001306582,0.0001285505,0.008959485],"genre_scores_gemma":[0.0006063268,0.9829221,0.001152892,0.004308838,0.0007271024,0.0003474461,0.0007482735,0.00006202153,0.009125029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.880396,"threshold_uncertainty_score":0.9998666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357900635263484,"score_gpt":0.4610462267177039,"score_spread":0.4252561631913555,"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."}}