{"id":"W4391773251","doi":"10.1016/j.sleep.2023.11.656","title":"Relationships between anxiety, academic difficulties, and sleep problems amongst college students with adhd: a questionnaire survey","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cégep du Vieux Montréal; Université du Québec à Chicoutimi; Cégep de Jonquière","funders":"","keywords":"Anxiety; Psychology; Clinical psychology; Medical education; Psychiatry; Applied psychology; Medicine","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":[0.002314673,0.0002849938,0.0004582131,0.0002078419,0.0003492602,0.00002046401,0.0002095089,0.000277889,0.00006507143],"category_scores_gemma":[0.0003514608,0.0001945369,0.00002490082,0.0006648398,0.0004060762,0.0001013153,0.00008105315,0.001127479,0.0001066328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009490426,"about_ca_system_score_gemma":0.00004383018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001728778,"about_ca_topic_score_gemma":0.0009723961,"domain_scores_codex":[0.9972998,0.0005604621,0.0005431667,0.0005822876,0.0005081543,0.0005060945],"domain_scores_gemma":[0.9986165,0.0006086307,0.0001053346,0.0002723624,0.0001053602,0.000291869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006152113,0.00004060699,0.9405735,0.0002421214,0.0003215531,0.00003236028,0.01536452,0.000003416819,0.000002466578,0.0007519606,0.03595353,0.006652518],"study_design_scores_gemma":[0.00146423,0.0004727595,0.9840505,0.001065684,0.0002055871,0.00003341532,0.001993101,0.00003441717,7.43211e-7,0.0002990468,0.01016719,0.0002133519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558944,0.02870727,0.0004548281,0.01066298,0.001272353,0.001083474,0.0001130834,0.0003466513,0.001464927],"genre_scores_gemma":[0.9954464,0.00067496,0.00002554922,0.0002608753,0.0009116434,0.0001568543,0.000136836,0.00004619861,0.002340636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04347705,"threshold_uncertainty_score":0.7932985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04998436794996907,"score_gpt":0.3571907053108005,"score_spread":0.3072063373608315,"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."}}