{"id":"W2781403872","doi":"10.1016/j.sleep.2017.11.524","title":"Impact of habitual short sleep and perceived sleep need on risk-taking in young people","year":2017,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sleep (system call); Psychology; Medicine; Audiology; 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":[],"category_scores_codex":[0.0005872251,0.0003436854,0.0006756298,0.000423975,0.0002747009,0.00002158642,0.0004154241,0.0003353998,0.001324984],"category_scores_gemma":[0.0009219869,0.0002512115,0.0001433836,0.0002012738,0.0004875392,0.0001191399,0.00008241951,0.0006634161,0.00005276695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007684602,"about_ca_system_score_gemma":0.00001675105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.012795,"about_ca_topic_score_gemma":0.003574625,"domain_scores_codex":[0.9978408,0.0001635281,0.0005461866,0.0005364413,0.0003516231,0.0005614551],"domain_scores_gemma":[0.9979311,0.0002263844,0.0006115385,0.0009477584,0.00007255581,0.0002106903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006353548,0.0003324767,0.9454762,0.00001346471,0.0006417843,0.00003711382,0.01548546,0.0001029272,0.0004886395,0.0001943127,0.0004686312,0.03612365],"study_design_scores_gemma":[0.00629024,0.001152319,0.9858471,0.0001476882,0.0002990243,0.00003153219,0.004372396,0.001441863,0.00001193994,0.0001323924,0.00002128168,0.0002521978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372501,0.0006679684,0.00005624368,0.0005551357,0.001361689,0.0004130921,0.0000119843,0.00004745441,0.05963635],"genre_scores_gemma":[0.9991983,0.0002012652,0.00002557481,0.00006323832,0.0002572594,0.00002263323,0.00002289477,0.00004718596,0.0001616167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06194825,"threshold_uncertainty_score":0.999994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01787046142732532,"score_gpt":0.3301827934724119,"score_spread":0.3123123320450866,"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."}}