{"id":"W2050381560","doi":"10.1186/1472-6963-13-351","title":"The influence of organizational context on the use of research by nurses in Canadian pediatric hospitals","year":2013,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; Ottawa Hospital; Hospital for Sick Children; University of Ottawa","funders":"Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Nursing research; Context (archaeology); Health administration; Organizational culture; Health informatics; Nursing; Health care; Medicine; Psychology; Psychological intervention; Applied psychology; Public health; Public relations","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02155172,0.0001267528,0.000266944,0.001005238,0.003392621,0.00008895342,0.001452764,0.0001844788,0.0006144231],"category_scores_gemma":[0.005472248,0.00007484824,0.00002648463,0.005556014,0.0006658161,0.0004138075,0.0002229837,0.0019046,0.0007915819],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018685,"about_ca_system_score_gemma":0.02517428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.854385,"about_ca_topic_score_gemma":0.6163793,"domain_scores_codex":[0.9853025,0.007739791,0.001151843,0.0003977267,0.002664829,0.002743301],"domain_scores_gemma":[0.9674826,0.02508434,0.0002867992,0.0008575882,0.00504329,0.001245445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004029427,0.00008414082,0.9152128,0.00138485,0.000002663082,2.347372e-7,0.01102961,0.00005921931,0.00003035093,0.003067354,0.06854954,0.0005389947],"study_design_scores_gemma":[0.0002134418,0.0003263696,0.9300375,0.0004311521,4.012936e-7,1.625227e-7,0.02701326,0.0007722228,0.00001596775,0.0007004861,0.04042304,0.00006602178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974573,0.0007154453,4.107649e-7,0.01950804,0.0002589882,0.004394155,0.00008663266,0.000009200003,0.0004540972],"genre_scores_gemma":[0.9932607,0.002047765,0.00003294699,0.001745227,0.0001767717,0.0008207132,0.00002746135,0.00002148064,0.001866973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2380057,"threshold_uncertainty_score":0.9999864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1680276427783391,"score_gpt":0.5272351708975446,"score_spread":0.3592075281192055,"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."}}