{"id":"W2938030536","doi":"10.1016/j.sleh.2019.02.002","title":"Sleep myths: an expert-led study to identify false beliefs about sleep that impinge upon population sleep health practices","year":2019,"lang":"en","type":"article","venue":"Sleep Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Teva Pharmaceutical Industries; National Institute on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health","keywords":"Sleep (system call); Medicine; Population; Mythology; Psychology; Audiology; Environmental health; History; Computer science","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":["insufficient_payload"],"category_scores_codex":[0.003504985,0.0009594446,0.001458882,0.001001003,0.001024245,0.0002965343,0.001039563,0.000548886,0.001950528],"category_scores_gemma":[0.0002006149,0.0009251398,0.0003088665,0.00126504,0.00006206062,0.001140225,0.0002573237,0.001287414,0.003870745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00085777,"about_ca_system_score_gemma":0.0001749896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03649037,"about_ca_topic_score_gemma":0.01044118,"domain_scores_codex":[0.9892575,0.002716443,0.001939,0.002340318,0.001337112,0.002409689],"domain_scores_gemma":[0.9931676,0.0003458865,0.002319765,0.002429109,0.0002163999,0.001521189],"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":[0.002679663,0.01739518,0.3501806,0.0005315812,0.003086093,0.0001333953,0.2231305,0.002255154,0.0001513557,0.003230111,0.008116963,0.3891094],"study_design_scores_gemma":[0.0163317,0.01254932,0.8194343,0.0003817625,0.0003229287,0.0001148124,0.1286061,0.003364773,0.00002470415,0.0005220335,0.01578048,0.00256699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589128,0.009551146,0.0006965966,0.01075196,0.009461729,0.007149766,0.00005041138,0.0007687891,0.00265675],"genre_scores_gemma":[0.9841747,0.0004970416,0.0004932118,0.01269986,0.0006780013,0.0003767061,0.0003837464,0.000261181,0.0004355902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4692538,"threshold_uncertainty_score":0.9993199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04405936869858428,"score_gpt":0.42448550831085,"score_spread":0.3804261396122657,"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."}}