{"id":"W4286202890","doi":"10.1016/j.sleep.2022.05.212","title":"Do Changes In Sleep Microenvironment Temperatures Influence Sleep Quality in Adults?","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sleep (system call); Sleep quality; Psychology; Quality (philosophy); Medicine; Gerontology; Audiology; Psychiatry; Insomnia; Computer science; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001152629,0.0003361182,0.0005179495,0.0005845025,0.0001524036,0.000008671382,0.000506428,0.0001827551,0.007285172],"category_scores_gemma":[0.0001274306,0.0002936093,0.00006364873,0.0008990808,0.0002998154,0.00006151896,0.0002094037,0.001164156,0.0001249959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002624779,"about_ca_system_score_gemma":0.00001238449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002701737,"about_ca_topic_score_gemma":0.001322376,"domain_scores_codex":[0.996558,0.0006565365,0.0007012435,0.0007930503,0.0005859261,0.000705264],"domain_scores_gemma":[0.9987364,0.0001996366,0.0001970333,0.0006945172,0.00002098739,0.0001513898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00306105,0.003689097,0.8133001,0.0001804432,0.0006492738,0.001432117,0.09029662,0.006891408,0.005955567,0.003894564,0.007778024,0.06287178],"study_design_scores_gemma":[0.0227933,0.001518446,0.8852246,0.0003293878,0.0001274057,0.00008919222,0.05643248,0.0002115055,0.0001292036,0.000796412,0.03138584,0.0009621886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692353,0.01368529,0.000004759375,0.008391391,0.00152903,0.0007077905,0.00002146905,0.00006486432,0.006360108],"genre_scores_gemma":[0.9944209,0.0004242922,0.00002059147,0.004055817,0.0001511997,0.0004285344,0.00007703609,0.00004168654,0.0003799026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07192459,"threshold_uncertainty_score":0.9999516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093931864460282,"score_gpt":0.2918001069798545,"score_spread":0.2808607883352517,"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."}}