{"id":"W4285744917","doi":"10.4103/jehp.jehp_352_21","title":"Clinical competence of Iranian nurses: A systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Education and Health Promotion","topic":"Nursing education and management","field":"Nursing","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Meta-analysis; Competence (human resources); Systematic review; Psychology; Medicine; MEDLINE; Biology; Internal medicine; Biochemistry; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005125964,0.0002178908,0.005052933,0.0006939372,0.0001416243,0.00003726876,0.0001791563,0.00007691664,0.0003766284],"category_scores_gemma":[0.0002823028,0.0001557966,0.001098479,0.0007278185,0.00005409426,0.0001184516,0.00002263041,0.0004291326,0.000001841619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002366725,"about_ca_system_score_gemma":0.0007007066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002154561,"about_ca_topic_score_gemma":0.000007235113,"domain_scores_codex":[0.9942893,0.002007896,0.002980021,0.0002421198,0.0003445036,0.000136145],"domain_scores_gemma":[0.9929651,0.0002135509,0.00606326,0.0003129033,0.0002343829,0.0002107792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000002012662,0.0008944856,0.00000397525,0.8626465,0.009882298,1.682596e-7,0.0005110995,6.605903e-8,2.752109e-9,0.000143138,0.006430744,0.1194855],"study_design_scores_gemma":[0.00007625417,0.0005540715,0.00004689146,0.05134177,0.5446637,0.0000969649,0.0004490937,0.000001258605,6.338929e-9,0.00005814094,0.4025958,0.0001161208],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001696813,0.985872,0.00003347298,0.009082791,0.002807474,0.002117536,0.000008553432,0.000006283097,0.00007023113],"genre_scores_gemma":[0.00002701313,0.9965459,0.0005874428,0.001649947,0.00008869891,0.0000963996,0.00003430767,0.00001735918,0.0009529436],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8113047,"threshold_uncertainty_score":0.6353199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3773628182433799,"score_gpt":0.5600727343886185,"score_spread":0.1827099161452386,"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."}}