{"id":"W2059577668","doi":"10.1111/j.1741-6787.2006.00067.x","title":"Understanding Work Contextual Factors: A Short‐Cut to Evidence‐Based Practice?","year":2006,"lang":"en","type":"article","venue":"Worldviews on Evidence-Based Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Competence (human resources); Perception; Psychology; Nursing; Health care; Perspective (graphical); Data collection; Applied psychology; Medical education; Medicine; Social psychology","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":[0.07477872,0.002414143,0.00449753,0.00941568,0.003422821,0.01754115,0.005849029,0.01557496,0.005072109],"category_scores_gemma":[0.1216995,0.001669308,0.002203822,0.006997763,0.01155204,0.02965054,0.01143375,0.01371489,0.00136829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008517502,"about_ca_system_score_gemma":0.02752185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007113998,"about_ca_topic_score_gemma":0.01679833,"domain_scores_codex":[0.9656571,0.01925703,0.006359981,0.002173024,0.005131645,0.001421256],"domain_scores_gemma":[0.7539253,0.1971442,0.0111194,0.008362348,0.02399985,0.005448935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002756229,0.0008119589,0.02387503,0.09023023,0.000975513,0.0007192295,0.01230411,0.0008961488,0.000799556,0.01711653,0.03404432,0.8179517],"study_design_scores_gemma":[0.0002678426,0.001372289,0.04938355,0.5089138,0.001302766,0.00220262,0.09361243,0.002329987,0.0006995338,0.1194737,0.2200673,0.0003742243],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.006685834,0.6648664,0.01056953,0.3075915,0.006625992,0.0004888229,0.000185378,0.0000906341,0.002895981],"genre_scores_gemma":[0.1469709,0.7101302,0.05141328,0.08044665,0.007804324,0.00185537,0.000494836,0.00006741618,0.0008169363],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07477872,"threshold_uncertainty_score":0.3954724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5857086920802047,"score_gpt":0.5447123859951178,"score_spread":0.04099630608508686,"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."}}