{"id":"W2905674381","doi":"10.2196/12613","title":"Relationship Between Sleep Quality and Mood: Ecological Momentary Assessment Study","year":2018,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health","keywords":"Mood; Affect (linguistics); Psychology; Sleep quality; Clinical psychology; Sleep (system call); Psychiatry; Insomnia; Communication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008832471,0.000165108,0.0002690906,0.00009075518,0.0005264722,0.00001906928,0.0001184139,0.0001454129,0.0008636559],"category_scores_gemma":[0.000007647261,0.0001395993,0.00004213804,0.0001877941,0.0001694572,0.00006984467,0.00008880243,0.0003538404,0.0002261256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002278277,"about_ca_system_score_gemma":0.00003952693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007161993,"about_ca_topic_score_gemma":0.0002545677,"domain_scores_codex":[0.9976618,0.0007488489,0.0004975455,0.0004451678,0.0002367471,0.0004099238],"domain_scores_gemma":[0.9990862,0.000212896,0.0001615122,0.0002775478,0.00001731069,0.0002445618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006950447,0.001878288,0.9794254,0.00001173302,0.0001242711,0.000001822359,0.006775883,9.514612e-8,0.000001288364,0.001496376,0.0040654,0.006149892],"study_design_scores_gemma":[0.003005158,0.00255294,0.9785644,0.000006192743,0.0000234574,0.000003631735,0.01416478,0.000005050405,4.658224e-7,0.0007444849,0.0007856093,0.0001438573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821365,0.0001370631,0.00002605243,0.004899351,0.0006408998,0.001584918,0.00003713631,0.00009788309,0.01044014],"genre_scores_gemma":[0.9978256,0.000005919588,0.0001623494,0.001182269,0.000171833,0.0001415387,0.00008605066,0.00001636938,0.0004081058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01568901,"threshold_uncertainty_score":0.9456426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0882141035742099,"score_gpt":0.4742648743853906,"score_spread":0.3860507708111807,"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."}}