{"id":"W3209412034","doi":"10.1002/nop2.1117","title":"An integrative review of nursing leadership in Saudi Arabia","year":2021,"lang":"en","type":"review","venue":"Nursing Open","topic":"Nursing education and management","field":"Nursing","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Taif University","keywords":"CINAHL; Leadership style; PsycINFO; Scopus; Nursing; MEDLINE; Nursing literature; Medicine; Psychology; Alternative medicine; Political science; Social psychology; Psychological intervention","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":[0.006835192,0.001077701,0.002098139,0.01221837,0.0009903725,0.002647422,0.0009634982,0.001108024,0.002721986],"category_scores_gemma":[0.01867036,0.0004966363,0.00182212,0.01000535,0.0006924688,0.002217653,0.001834937,0.001014673,0.0002571363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002617689,"about_ca_system_score_gemma":0.01426767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00484432,"about_ca_topic_score_gemma":0.01551868,"domain_scores_codex":[0.9961528,0.001565358,0.001176412,0.0002000817,0.0007735766,0.0001317522],"domain_scores_gemma":[0.9859499,0.008687047,0.002003396,0.0002509637,0.002829265,0.0002793566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000151655,0.00004806232,0.001365082,0.5837891,0.001929034,0.0002790296,0.00245912,0.000203225,0.0006243555,0.002075298,0.006715447,0.4003605],"study_design_scores_gemma":[0.00008230564,0.0003195871,0.01156805,0.7723176,0.01077866,0.001420685,0.004314737,0.0001682531,0.0004912649,0.001661237,0.1968167,0.0000609731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005981874,0.9983493,0.00008350442,0.0003295547,0.0001589953,0.00004726087,0.0000280838,0.000002725,0.0004024162],"genre_scores_gemma":[0.00723853,0.9914613,0.0006161761,0.000353063,0.0000911924,0.00008378371,0.00004183099,0.000001488468,0.0001126306],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01221837,"threshold_uncertainty_score":0.03614837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3427613142382724,"score_gpt":0.4859838838506304,"score_spread":0.143222569612358,"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."}}