{"id":"W2705707547","doi":"10.5430/jnep.v7n11p69","title":"The impact of 12-hour shifts on nurses’ health, wellbeing, and job satisfaction: A systematic review","year":2017,"lang":"en","type":"review","venue":"Journal of Nursing Education and Practice","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; PsycINFO; Job satisfaction; Observational study; Scopus; Medicine; MEDLINE; Psychology; Clinical psychology; Psychiatry; Internal medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003401881,0.0002941095,0.001655937,0.00021798,0.0005866162,0.0001458729,0.0002314819,0.0002277243,0.00003852318],"category_scores_gemma":[0.002808379,0.0001700203,0.0003723955,0.0001453524,0.0001146501,0.0002966435,0.00001043435,0.001001221,0.00001523175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002955641,"about_ca_system_score_gemma":0.001114355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001265927,"about_ca_topic_score_gemma":0.000003411367,"domain_scores_codex":[0.9953418,0.002524458,0.001445619,0.0001982011,0.0002852895,0.0002046328],"domain_scores_gemma":[0.9880499,0.00329326,0.007623482,0.0005555777,0.0002732928,0.0002044798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005430988,0.0002412564,0.00001005146,0.03843024,0.0007413025,0.000003186121,0.002134677,7.031324e-8,8.798683e-9,0.00043873,0.03714935,0.9207968],"study_design_scores_gemma":[0.0001894397,0.000514321,0.0003977765,0.8015884,0.004069675,0.004349501,0.001098109,1.052363e-7,5.235653e-9,0.00005111985,0.1875886,0.0001530117],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001358778,0.9802231,0.000005778174,0.004426618,0.004390092,0.0009589227,0.000003064333,0.000005668623,0.009973132],"genre_scores_gemma":[0.0003932637,0.9983612,0.00009251016,0.000263189,0.0003886088,0.00002177232,0.000002646065,0.00003320801,0.0004435956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9206438,"threshold_uncertainty_score":0.6933225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1758382359959407,"score_gpt":0.5486141881389877,"score_spread":0.3727759521430469,"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."}}