{"id":"W3036950448","doi":"10.1097/01.nurse.0000668460.98211.39","title":"Identifying international barriers and facilitators to research utilization","year":2020,"lang":"en","type":"review","venue":"Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inclusion (mineral); Nursing; Perception; Clinical Practice; Nursing practice; Nursing research; Psychology; Medicine; Medical education; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003250476,0.00015787,0.0004847573,0.0007681831,0.001527196,0.00008672844,0.0004000871,0.0002559322,0.0006513936],"category_scores_gemma":[0.004680693,0.0001394464,0.00005766905,0.00135321,0.00015073,0.0002077208,0.0001400154,0.001413903,0.0009245112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425473,"about_ca_system_score_gemma":0.003501539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001246709,"about_ca_topic_score_gemma":0.00002193901,"domain_scores_codex":[0.9956147,0.001532952,0.0006155394,0.0005423795,0.0008819357,0.0008124812],"domain_scores_gemma":[0.9973375,0.0008588552,0.0001222377,0.0002054066,0.0003366142,0.001139434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004853738,0.000004578724,0.00006278191,0.004436859,0.000006895304,0.000001537964,0.008787083,7.627593e-8,4.00343e-7,0.0003932526,0.04577202,0.9405296],"study_design_scores_gemma":[0.00004830237,0.00003238151,0.00004190718,0.01958754,0.00001116772,0.000001670389,0.009587946,0.00005211524,1.123746e-7,0.0002550094,0.9702805,0.0001013384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003085161,0.9834624,0.0006322807,0.003453969,0.003990115,0.001932752,0.00005606804,0.00005113818,0.006390431],"genre_scores_gemma":[0.00007306668,0.9968132,0.0005154941,0.0001814136,0.0009260724,0.0002780475,0.00008987516,0.00002695042,0.001095902],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9404283,"threshold_uncertainty_score":0.9998534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7673822569461946,"score_gpt":0.7182489423846291,"score_spread":0.04913331456156544,"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."}}