{"id":"W2320099243","doi":"10.1891/1061-3749.22.1.145","title":"Precision of the Conceptual Research Utilization Scale","year":2014,"lang":"en","type":"article","venue":"Journal of Nursing Measurement","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Scale (ratio); Psychology; Data science; Computer science; Geography; Cartography","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3166927,0.0010986,0.002365374,0.008565628,0.003306718,0.009208561,0.002524919,0.002974297,0.001824072],"category_scores_gemma":[0.6742086,0.001688808,0.004249752,0.00583361,0.008698164,0.005181964,0.008550377,0.003425151,0.0004759648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00486627,"about_ca_system_score_gemma":0.005519457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006527696,"about_ca_topic_score_gemma":0.005236809,"domain_scores_codex":[0.5661758,0.2893019,0.04194928,0.02651273,0.07288088,0.003179476],"domain_scores_gemma":[0.140173,0.7304198,0.02330015,0.06929097,0.03551614,0.001299891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001678906,0.0005915615,0.7586748,0.0019322,0.005496676,0.0001628901,0.01939081,0.005782017,0.001931334,0.06462267,0.004875224,0.134861],"study_design_scores_gemma":[0.0005570485,0.001773098,0.7961198,0.002171488,0.003231655,0.0009547788,0.009012266,0.04920499,0.007177189,0.09966311,0.02945748,0.0006770599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6794422,0.008146536,0.2537076,0.004986972,0.001876015,0.002409892,0.002109505,0.0006994212,0.04662184],"genre_scores_gemma":[0.968663,0.000266357,0.02870093,0.0003932037,0.000102143,0.0007918132,0.0004810729,0.0001077123,0.0004936118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3166927,"threshold_uncertainty_score":0.8426396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7317472991904048,"score_gpt":0.6051433553822521,"score_spread":0.1266039438081528,"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."}}