{"id":"W4282027167","doi":"10.1186/s12913-022-07866-x","title":"Effectiveness of registered nurses on patient outcomes in primary care: a systematic review","year":2022,"lang":"en","type":"review","venue":"BMC Health Services Research","topic":"Nursing education and management","field":"Nursing","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Queen's University; McMaster University; Université de Sherbrooke; Dalhousie University; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Nursing research; Health administration; Health informatics; Public health; Pain medicine; Health services research; Primary care; Family medicine; MEDLINE; Quality of Life Research; Nursing; Anesthesiology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02392859,0.001264515,0.00861076,0.00552755,0.0007352354,0.002836318,0.00192362,0.001687743,0.003695928],"category_scores_gemma":[0.08107806,0.0009033998,0.00865085,0.006826648,0.001058505,0.002422142,0.001586388,0.001430631,0.0002198154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006285093,"about_ca_system_score_gemma":0.01554811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006332875,"about_ca_topic_score_gemma":0.01993725,"domain_scores_codex":[0.9713228,0.01444655,0.007326805,0.0016618,0.004803171,0.0004389106],"domain_scores_gemma":[0.9185374,0.06232798,0.01248882,0.001016537,0.004955326,0.0006739605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006089677,0.00006960846,0.001292316,0.9489504,0.01106172,0.00006171745,0.0002918994,0.0001029159,0.00006447069,0.0001561743,0.0005473331,0.03679256],"study_design_scores_gemma":[0.0007853872,0.0008885322,0.006952282,0.9070972,0.07510318,0.0002091328,0.0004416021,0.0001216972,0.0001814745,0.000196119,0.007985819,0.00003758427],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004146384,0.9936279,0.0001967051,0.0002449099,0.0001432824,0.0009082319,0.0002908028,0.000009265246,0.000432423],"genre_scores_gemma":[0.0758137,0.9187474,0.001601173,0.0006267562,0.0001724597,0.002609463,0.0002721392,0.000007786491,0.0001489818],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02392859,"threshold_uncertainty_score":0.1265481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132329043479357,"score_gpt":0.5031814984247326,"score_spread":0.3708524549453756,"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."}}