{"id":"W2802676940","doi":"10.1093/sleep/zsy061.365","title":"0366 Power Off is Better Off: The Impact of Technology Use on Sleep Among University Students","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Insomnia; Sleep disorder; Sleep (system call); Audiology; Melatonin; Medicine; Actigraphy; Psychology; Sleep diary; Physical therapy; Gerontology; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001289511,0.0001977625,0.0002102359,0.0003043895,0.0001515025,0.00001651065,0.0006617644,0.0003956424,0.003401193],"category_scores_gemma":[0.00002593627,0.0001342968,0.0002043744,0.0005449183,0.0006807177,0.00009263773,0.0001526547,0.0003726381,0.00108478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006544711,"about_ca_system_score_gemma":0.0000109321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005011875,"about_ca_topic_score_gemma":0.00005079493,"domain_scores_codex":[0.9987433,0.0001052188,0.0001877525,0.0003470264,0.0002248457,0.0003918722],"domain_scores_gemma":[0.9988248,0.0000619154,0.000145685,0.0007962156,0.0001048335,0.00006648951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003669981,0.0008348076,0.9471055,0.000001363204,0.001943046,0.00004158837,0.004400299,0.00001282883,0.0001417535,0.00054849,0.02624921,0.01835418],"study_design_scores_gemma":[0.003257324,0.001301024,0.9741545,0.00002495023,0.0002413121,0.000008296209,0.003352541,0.00005405258,0.0003211385,0.0003329597,0.01664994,0.0003019563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787165,0.000149487,0.00002025756,0.0007633068,0.000641485,0.0002747121,0.00002396657,0.00007899819,0.01933127],"genre_scores_gemma":[0.9975984,0.00002044942,0.0000127952,0.000413874,0.00004475977,0.000002085114,0.000004163104,0.00002498125,0.001878544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02704906,"threshold_uncertainty_score":0.999693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009483808829107487,"score_gpt":0.284177397181476,"score_spread":0.2746935883523685,"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."}}