{"id":"W3028633234","doi":"10.1093/sleep/zsaa056.441","title":"0444 Examining Sleep Duration and Social Jetlag From a Popular Wearable Sleep Tracker in France and Canada","year":2020,"lang":"en","type":"article","venue":"SLEEP","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sleep (system call); Duration (music); Population; Tracking (education); Medicine; Psychology; Sleep quality; Demography; Audiology; Gerontology; Insomnia; Psychiatry; Computer science; Environmental health; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008777488,0.0003981592,0.0003686986,0.002328478,0.002267077,0.001508186,0.0009677126,0.0004359889,0.002688143],"category_scores_gemma":[0.001845667,0.0002995984,0.0006145302,0.003873016,0.0004569329,0.0003863191,0.0008250637,0.0004235386,0.0004755076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01474713,"about_ca_system_score_gemma":0.01543966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903402,"about_ca_topic_score_gemma":0.9929811,"domain_scores_codex":[0.9991252,0.00007104932,0.00005182868,0.0001722475,0.0003383602,0.0002412973],"domain_scores_gemma":[0.9970957,0.0001607322,0.0003755201,0.00006526153,0.001893644,0.0004092249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006468716,0.00002925056,0.9868462,0.00004377741,0.00006307892,0.00006925612,0.0009264855,0.00009769137,0.0002906849,0.00008008516,0.001842806,0.009645937],"study_design_scores_gemma":[0.000003500059,0.00002247308,0.9972641,0.00002305372,0.00001215966,0.00003007336,0.0009827841,0.0002469314,0.0000903966,0.000005992658,0.001308738,0.000009666325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847983,0.0005334191,0.0002814977,0.0002138791,0.00001392107,0.00007446638,0.01088546,0.00003194002,0.003167111],"genre_scores_gemma":[0.9879804,0.0005967855,0.0008310425,0.0002326458,0.0000125593,0.00009337725,0.00588439,0.00001804814,0.004350819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01474713,"threshold_uncertainty_score":0.1069984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932480378626031,"score_gpt":0.2393021148854357,"score_spread":0.2199773110991754,"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."}}