{"id":"W4281730378","doi":"10.1016/j.profnurs.2022.05.011","title":"Exploring integrated threshold concept knowledge as a route to understanding the epistemic nature of the evidence-based practice mindset","year":2022,"lang":"en","type":"article","venue":"Journal of Professional Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital; Red River College","funders":"Athabasca University","keywords":"Mindset; Transformative learning; Psychology; Curriculum; Evidence-based practice; Epistemology; Engineering ethics; Pedagogy; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02282543,0.0005916579,0.0006468207,0.003585369,0.003490161,0.01573566,0.002959198,0.003362882,0.007458016],"category_scores_gemma":[0.07809023,0.0008178638,0.001113847,0.001877374,0.02687531,0.02848131,0.01262127,0.007523032,0.000609713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004616528,"about_ca_system_score_gemma":0.00760225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002937872,"about_ca_topic_score_gemma":0.002368156,"domain_scores_codex":[0.9843614,0.010136,0.0008074506,0.001356118,0.002542357,0.0007966277],"domain_scores_gemma":[0.9232699,0.06046773,0.004290983,0.005106396,0.004797024,0.0020679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005377971,0.00007304051,0.002310498,0.0002218977,0.00003489208,0.0002267343,0.1161643,0.0005821453,0.0007896601,0.8633141,0.0003052422,0.01592365],"study_design_scores_gemma":[0.00002191207,0.00003550085,0.0008500547,0.0002959447,0.00002806017,0.0001664541,0.02577752,0.003666866,0.0006156663,0.9630679,0.005448951,0.00002511146],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2270754,0.0009446703,0.5741222,0.01946734,0.0002830634,0.0003527044,0.0001303715,0.0001688646,0.1774554],"genre_scores_gemma":[0.9406604,0.0001749782,0.05692151,0.0004713997,0.00002673635,0.0001824697,0.0000689041,0.00004995017,0.001443701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02282543,"threshold_uncertainty_score":0.1207139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4528447851038838,"score_gpt":0.5486827633673781,"score_spread":0.09583797826349433,"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."}}