{"id":"W4400676215","doi":"10.21203/rs.3.rs-4652744/v1","title":"Depression, Anxiety, Stress, Sleep Quality, and Life Satisfaction among Undergraduate Medical Students in Gaza Strip: A Cross-Sectional Survey","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health and Well-being Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Gaza strip; Cross-sectional study; Anxiety; Depression (economics); Psychology; Sleep quality; Clinical psychology; Stress (linguistics); Life satisfaction; Quality of life (healthcare); Medicine; Psychiatry; Medical education; Insomnia; Social psychology; Psychotherapist; History","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01620947,0.0004348698,0.0007057128,0.0007741243,0.0004915354,0.000665709,0.0007676855,0.001286449,0.0005660227],"category_scores_gemma":[0.004755995,0.0003998805,0.0001395813,0.0006987344,0.0006841701,0.00008102226,0.004654849,0.005810995,0.0002497954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004728184,"about_ca_system_score_gemma":0.0009580717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07837734,"about_ca_topic_score_gemma":0.05668988,"domain_scores_codex":[0.9858791,0.005366174,0.001240852,0.001702376,0.004524814,0.001286721],"domain_scores_gemma":[0.9952806,0.002338593,0.0001982704,0.0007687253,0.0006165131,0.0007972523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003198559,0.0002977109,0.9810421,0.001977217,0.0002734601,0.0001178004,0.0008152606,0.00007594084,5.467822e-7,0.0003219417,0.01126845,0.00348967],"study_design_scores_gemma":[0.00109944,0.00008980276,0.99047,0.0009304377,0.000007488602,0.000006044445,0.0003291361,0.0001211661,0.000001027677,0.00637158,0.0002527899,0.0003210707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862745,0.006344058,0.00004616332,0.001548465,0.002032679,0.001336042,0.0006658418,0.0001370824,0.001615118],"genre_scores_gemma":[0.9941337,0.003362439,0.00001055645,0.0001357578,0.0006033072,0.0005954048,0.0003586159,0.00007374115,0.0007265024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02168746,"threshold_uncertainty_score":0.9998453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212587845929484,"score_gpt":0.5276955434075152,"score_spread":0.4064367588145669,"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."}}