{"id":"W3092513788","doi":"10.3390/nursrep10020007","title":"Nurse Practitioner: Is It Time to Have a Role in Saudi Arabia?","year":2020,"lang":"en","type":"review","venue":"Nursing Reports","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Economic shortage; Variety (cybernetics); Nursing shortage; Health care; Healthcare system; Medicine; Nurse practitioners; Population; Nurse education; Political science; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001262453,0.0006422964,0.002327479,0.0004461625,0.0005812685,0.00007653914,0.0002554937,0.0009610246,0.004890518],"category_scores_gemma":[0.001211404,0.0005981674,0.0003705616,0.0007476294,0.00005240933,0.0003315912,0.00005694606,0.002614386,0.006551899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423228,"about_ca_system_score_gemma":0.002054988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000212439,"about_ca_topic_score_gemma":0.0000324869,"domain_scores_codex":[0.9938751,0.00107692,0.002222,0.001240819,0.0006373544,0.0009478043],"domain_scores_gemma":[0.9947703,0.0009302226,0.002561341,0.001064903,0.0001759607,0.0004972713],"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":[0.00003018916,0.0001659187,0.0000580833,0.002860949,0.0000456317,0.0007235875,0.005424841,8.825847e-7,0.000001090801,0.000009742553,0.3338861,0.656793],"study_design_scores_gemma":[0.0001136676,0.00008445285,0.00002399138,0.0929986,0.0005764883,0.0005223428,0.001599115,0.000008977172,4.749024e-7,0.0003225979,0.9032362,0.0005130676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006586714,0.7888306,0.00001081964,0.01796785,0.002287917,0.002530037,0.00004084112,0.0001522407,0.1881731],"genre_scores_gemma":[0.00001922314,0.9326098,0.0009485753,0.00365033,0.00186148,0.0005745435,0.0002931175,0.0002614197,0.05978153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6562799,"threshold_uncertainty_score":0.9996866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07820532752320498,"score_gpt":0.475793747578607,"score_spread":0.3975884200554021,"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."}}