{"id":"W4226129276","doi":"10.1097/01.numa.0000771764.66437.c7","title":"Research utilization","year":2022,"lang":"en","type":"article","venue":"Nursing Management","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Nursing research; Nursing; Psychology; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03709379,0.0006211003,0.001858556,0.01427783,0.002578978,0.004831585,0.002373767,0.001384617,0.05459184],"category_scores_gemma":[0.1523509,0.0004891661,0.002567256,0.01570597,0.001069141,0.003491372,0.004806706,0.003031919,0.01694709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007298638,"about_ca_system_score_gemma":0.0258935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02119285,"about_ca_topic_score_gemma":0.01842879,"domain_scores_codex":[0.9112155,0.02837636,0.02165709,0.00370292,0.02988655,0.005161636],"domain_scores_gemma":[0.8310367,0.03197094,0.02754112,0.01074092,0.08165745,0.01705285],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008411021,0.0007851617,0.1950631,0.01239636,0.0006934365,0.0003013848,0.004214319,0.0003844696,0.0003680346,0.007600272,0.42389,0.3534625],"study_design_scores_gemma":[0.0002127838,0.0005820819,0.2579574,0.01144826,0.0003230925,0.0006745877,0.007794229,0.000406449,0.0003328222,0.00255683,0.7175744,0.0001371716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0880448,0.02145438,0.01056431,0.03124496,0.0068527,0.02653023,0.3427598,0.001205101,0.4713437],"genre_scores_gemma":[0.4518341,0.04520547,0.02725425,0.02733006,0.004515159,0.07968898,0.2324574,0.001237806,0.1304768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9629062,"threshold_uncertainty_score":0.1961731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6371933522960398,"score_gpt":0.6617370125030808,"score_spread":0.02454366020704102,"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."}}