{"id":"W4311665288","doi":"10.3390/ijerph192316334","title":"Depressive Symptoms as a Mediator between Excessive Daytime Sleepiness and Suicidal Ideation among Chinese College Students","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China","keywords":"Suicidal ideation; Depressive symptoms; Ideation; Excessive daytime sleepiness; Psychology; Clinical psychology; Psychiatry; Depression (economics); Medicine; Poison control; Suicide prevention; Sleep disorder; Insomnia; Anxiety; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007294588,0.0003440911,0.0003126343,0.0005708582,0.0004157042,0.0004822849,0.0002902522,0.0002905398,0.001054575],"category_scores_gemma":[0.001978867,0.0002602366,0.0006643248,0.0004772384,0.0002607387,0.0002466135,0.0003757761,0.0004752204,0.00006016286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003219929,"about_ca_system_score_gemma":0.0007741824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01852352,"about_ca_topic_score_gemma":0.02228424,"domain_scores_codex":[0.9997237,0.00009062499,0.00003929588,0.00004146694,0.00004770613,0.0000572133],"domain_scores_gemma":[0.9989754,0.0002130308,0.000377594,0.00006694125,0.00009640789,0.0002705136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005943561,0.00005169946,0.9982141,0.00001324795,0.00007728392,0.00006171939,0.000161172,0.00001469264,0.0001288945,0.00001721846,0.0000217407,0.00117888],"study_design_scores_gemma":[0.000007099398,0.00005544782,0.999443,0.000006059594,0.00006513914,0.00004747718,0.0001880366,0.0001168555,0.00002875728,0.00001857535,0.00002167453,0.000001801826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997128,0.0001165846,0.00001505675,0.00003805081,0.000002598188,0.000004515864,0.00002502496,5.911617e-7,0.0000848034],"genre_scores_gemma":[0.9998187,0.00006981097,0.00002302115,0.00001077359,0.00000348196,0.000002884263,0.00003143921,1.743225e-7,0.00003971174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01852352,"threshold_uncertainty_score":0.03683138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04147703048928462,"score_gpt":0.4143363038886362,"score_spread":0.3728592733993515,"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."}}