{"id":"W3004941152","doi":"10.3390/ijerph17031011","title":"Sleep Disturbances Rate among Medical and Allied Health Professions Students in Iran: Implications from a Systematic Review and Meta-Analysis of the Literature","year":2020,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Health and Well-being Studies","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Pittsburgh Sleep Quality Index; Workload; Health care; Meta-analysis; Psychology; Systematic review; MEDLINE; Medical education; Medicine; Family medicine; Sleep quality; Psychiatry; Political science; Management","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":[0.006266097,0.0002410138,0.003357404,0.0005100092,0.000200781,0.0000935452,0.0008406684,0.0001417924,0.0001995891],"category_scores_gemma":[0.0008959515,0.0001295853,0.0004065413,0.0006517412,0.0003754439,0.0001157497,0.0004372417,0.00135487,0.000001977324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002817176,"about_ca_system_score_gemma":0.0004064242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002873223,"about_ca_topic_score_gemma":0.0002645298,"domain_scores_codex":[0.9913323,0.004475294,0.002030342,0.0003805742,0.00138145,0.0004000423],"domain_scores_gemma":[0.9957628,0.001675867,0.001542093,0.0002758773,0.00007316857,0.0006702502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.00008329169,0.003439406,0.03620376,0.4673637,0.2936548,0.0001727877,0.01954875,2.199323e-7,1.707056e-7,0.001991473,0.005479743,0.1720619],"study_design_scores_gemma":[0.002788001,0.001607118,0.4501902,0.2060476,0.085477,0.0004523924,0.005000181,0.00001471133,3.333882e-8,0.0009966347,0.2465267,0.0008993877],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005595122,0.9402887,0.000009824756,0.05678399,0.00008760583,0.001486336,0.0007633741,0.000001946431,0.00001877298],"genre_scores_gemma":[0.01817647,0.9787723,0.00001265469,0.002615595,0.0000560999,0.0001896629,0.00008205435,0.0000140079,0.00008117859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4139864,"threshold_uncertainty_score":0.5886313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.185125252458692,"score_gpt":0.520796704758575,"score_spread":0.3356714522998829,"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."}}