{"id":"W1969590905","doi":"10.1111/j.1365-2702.2012.04303.x","title":"Commentary on Brown <scp>CE</scp> , Ecoff L, Kim <scp>SC</scp> , Wickline <scp>MA</scp> , <scp>R</scp> ose <scp>B</scp> , <scp>K</scp> limpel <scp>K</scp> and <scp>G</scp> laser <scp>D</scp> (2010) Multi‐institutional study of barriers to research utilisation and evidence‐based practice among hospital nurses. <i> <scp>J</scp> ournal of Clinical Nursing </i> 19, 1944–1951","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Scale (ratio); Psychology; Nursing; Medicine; Geography","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"category_scores_codex":[0.0865553,0.006078481,0.01142161,0.007880913,0.01152248,0.002679178,0.00828134,0.00715781,0.0001088708],"category_scores_gemma":[0.5575398,0.005778574,0.004068342,0.01069602,0.01205008,0.0151131,0.002821811,0.02848281,0.0008779982],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005807939,"about_ca_system_score_gemma":0.02146664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002557898,"about_ca_topic_score_gemma":0.000960871,"domain_scores_codex":[0.9075347,0.02753674,0.02361176,0.00783086,0.01765731,0.01582859],"domain_scores_gemma":[0.6130435,0.3233415,0.0205379,0.005942743,0.01313869,0.0239957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002340469,0.02024159,0.2824805,0.002074181,0.001827947,0.0005964662,0.05756218,0.00182782,0.001100268,0.000338154,0.6259279,0.005788945],"study_design_scores_gemma":[0.02419151,0.01673584,0.2814142,0.01597725,0.00299465,0.0007618064,0.3305367,0.009943323,0.002306085,0.001481915,0.3132216,0.0004351097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.927868,0.01297314,0.002464303,0.005201234,0.02675845,0.01341067,0.001237796,0.0007474342,0.009338941],"genre_scores_gemma":[0.9201,0.01307526,0.01397598,0.01264768,0.02222561,0.001110838,0.001004057,0.001562627,0.01429799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4709845,"threshold_uncertainty_score":0.9998999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2124186607166119,"score_gpt":0.5297498372062527,"score_spread":0.3173311764896407,"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."}}