{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000579708,0.000123634,0.0002141961,0.0001974256,0.00008995164,0.00009212708,0.0002615282,0.00006360558,0.00007927084],"category_scores_gemma":[0.00002945029,0.0001366298,0.0001966307,0.0002901189,0.00007511272,0.0008026161,0.00005612596,0.0001126605,0.0001131303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005778468,"about_ca_system_score_gemma":0.0002978093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006781933,"about_ca_topic_score_gemma":0.000195747,"domain_scores_codex":[0.9983711,0.0001125498,0.0005765037,0.0004138304,0.0001954627,0.0003305513],"domain_scores_gemma":[0.9990367,0.0001087392,0.0001668464,0.0003194571,0.00008972891,0.000278538],"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":[0.0002703717,0.004333009,0.003051609,0.001932751,0.00004130321,0.000001285434,0.000780055,5.151561e-7,4.249936e-7,0.05717363,0.002126511,0.9302886],"study_design_scores_gemma":[0.008542156,0.05433466,0.4151209,0.00702789,0.0001443956,0.0001453756,0.03574331,0.001192381,0.0001847922,0.1222027,0.3537718,0.001589641],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980812,0.0007600145,0.002959984,0.001094297,0.003888386,0.001452888,0.00131811,0.0001842956,0.007530072],"genre_scores_gemma":[0.9945933,0.000002823982,0.0002022538,0.0001189284,0.00007877474,0.00003311667,0.0004774378,0.00002290767,0.004470506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9286989,"threshold_uncertainty_score":0.5571601,"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."}}