{"id":"W4387005937","doi":"10.1016/j.profnurs.2023.09.006","title":"Implications of understanding the undergraduate nursing students' learning styles: A discussion paper","year":2023,"lang":"en","type":"article","venue":"Journal of Professional Nursing","topic":"Learning Styles and Cognitive Differences","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Learning styles; Style (visual arts); Nursing; Nurse education; Psychology; Medical education; Medicine; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0225526,0.0005165334,0.0004028503,0.001267678,0.006691923,0.007979203,0.001851732,0.003344011,0.00676248],"category_scores_gemma":[0.06378728,0.0002559049,0.0007205723,0.0009312065,0.005579769,0.00807292,0.005056442,0.006927007,0.0004005315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005645294,"about_ca_system_score_gemma":0.01056028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005573172,"about_ca_topic_score_gemma":0.007143841,"domain_scores_codex":[0.9913538,0.005718412,0.0002955112,0.0005653745,0.001247477,0.0008193657],"domain_scores_gemma":[0.8942932,0.08966345,0.002544023,0.001086798,0.00784511,0.004567534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000607935,0.001571431,0.07906127,0.001159687,0.0001290045,0.002402369,0.5329158,0.0004094445,0.001807912,0.1134575,0.02766884,0.2388089],"study_design_scores_gemma":[0.00008403706,0.0002758511,0.03478272,0.001453837,0.00009829623,0.0006072085,0.8615878,0.0004191687,0.00142902,0.03519801,0.06400151,0.00006251903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5431343,0.005980853,0.006828612,0.3728645,0.004050479,0.000409021,0.0001263584,0.0000261527,0.06657974],"genre_scores_gemma":[0.972239,0.00238743,0.001520955,0.01714679,0.0006907855,0.000195863,0.00003823869,0.00001891549,0.005762083],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0225526,"threshold_uncertainty_score":0.119271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05755132542621117,"score_gpt":0.4225502862450307,"score_spread":0.3649989608188196,"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."}}