{"id":"W4283123585","doi":"10.18502/ijps.v17i3.9727","title":"Mental Health Outcomes and Sleep Status among Patients with Coronavirus Disease 2019","year":2022,"lang":"en","type":"article","venue":"Iranian Journal of Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Depression (economics); Anxiety; Insomnia; Mental health; Psychiatry; Logistic regression; Patient Health Questionnaire; Referral; Distress; Internal medicine; Family medicine; Clinical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032685,0.000174251,0.0002412606,0.0004587845,0.000463098,0.0003783321,0.0001546383,0.0002788244,0.001127812],"category_scores_gemma":[0.000835109,0.0001415453,0.0002838907,0.0005457256,0.0001613367,0.0003237357,0.000379335,0.0004153087,0.000135021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002858396,"about_ca_system_score_gemma":0.000265164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767579,"about_ca_topic_score_gemma":0.008605746,"domain_scores_codex":[0.9997789,0.00004355489,0.00003439054,0.0000303912,0.0000480356,0.00006463767],"domain_scores_gemma":[0.9995709,0.0000325608,0.0002326466,0.000009525439,0.00005007483,0.0001043678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002384691,0.00003538102,0.9993474,0.000006062425,0.0000103319,0.00003365649,0.00005478604,0.000007143514,0.00005019549,0.000002632821,0.00004563544,0.0003830097],"study_design_scores_gemma":[0.0000022518,0.00008725331,0.9994585,0.000005097205,0.000004906555,0.00009405872,0.0002439281,0.00003106988,0.00001137689,0.000003426151,0.00005706865,0.000001054227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993638,0.0001390361,0.00001026601,0.00004331566,0.000006142136,0.00001059657,0.0001885584,7.524918e-7,0.0002374853],"genre_scores_gemma":[0.9994788,0.0000786673,0.00002447614,0.0000317808,0.000009903088,0.000008784182,0.0002713912,2.363639e-7,0.00009607941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003767579,"threshold_uncertainty_score":0.007491291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236176285015413,"score_gpt":0.3562746382189627,"score_spread":0.3339128753688085,"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."}}