{"id":"W4399406802","doi":"10.1177/20552076241260480","title":"Usability of an eHealth sleep education intervention for university students","year":2024,"lang":"en","type":"article","venue":"Digital Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; IWK Health Centre; Nova Scotia Health Research Foundation","keywords":"Usability; Session (web analytics); eHealth; Medical education; Intervention (counseling); Psychology; Computer science; Multimedia; Medicine; Health care; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00741883,0.0004833593,0.0007147368,0.0006066533,0.0009452182,0.001123104,0.0007515806,0.0005366213,0.002771813],"category_scores_gemma":[0.01647888,0.0002130888,0.0009588731,0.000376413,0.0005283603,0.0005684968,0.001230846,0.0005610326,0.0002561915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002432081,"about_ca_system_score_gemma":0.003939668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01739433,"about_ca_topic_score_gemma":0.0422058,"domain_scores_codex":[0.9967785,0.001736277,0.0002727418,0.0002012687,0.0006287919,0.0003823426],"domain_scores_gemma":[0.9942115,0.003456107,0.0003842897,0.0002448748,0.0009520161,0.0007511958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007139548,0.01324902,0.07890239,0.005017204,0.0003185857,0.0006026099,0.03352192,0.001062296,0.01539212,0.0002553539,0.005597924,0.8389411],"study_design_scores_gemma":[0.003392893,0.08454689,0.8196989,0.003076437,0.001059568,0.0005822241,0.03443564,0.004820613,0.01448939,0.000419094,0.03304456,0.0004338204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926062,0.0002888782,0.001227645,0.000248794,0.00003172429,0.00227753,0.0001408072,0.0001838625,0.002994668],"genre_scores_gemma":[0.9827582,0.0004632665,0.01109046,0.0001875066,0.00002414568,0.003371621,0.0001560958,0.00002231529,0.001926316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01739433,"threshold_uncertainty_score":0.039235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03667417968077546,"score_gpt":0.4535821379289184,"score_spread":0.4169079582481429,"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."}}