{"id":"W4288069698","doi":"10.1016/j.sleepe.2022.100038","title":"Sleep parameters associated with university students’ grade point average and dissatisfaction with academic performance","year":2022,"lang":"en","type":"article","venue":"Sleep Epidemiology","topic":"Sleep and related disorders","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Pittsburgh Sleep Quality Index; Sleep (system call); Logistic regression; Psychology; Sleep quality; Clinical psychology; Association (psychology); Medicine; Psychiatry; Insomnia; Computer science; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008942237,0.0003150949,0.0003371819,0.000944466,0.0002637164,0.0009078261,0.0002464696,0.000305505,0.001886128],"category_scores_gemma":[0.00458441,0.0001096534,0.0003824656,0.0008009181,0.0002968057,0.0002686874,0.000446976,0.0005966051,0.0003434763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079612,"about_ca_system_score_gemma":0.0002577601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001995837,"about_ca_topic_score_gemma":0.003252224,"domain_scores_codex":[0.9994488,0.0001218762,0.0000923907,0.0000721502,0.0001788291,0.00008600156],"domain_scores_gemma":[0.9947161,0.0008563697,0.002542563,0.0001761029,0.0006701142,0.001038721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005146955,0.00005914997,0.9969188,0.000007718926,0.00003152965,0.0000236397,0.00007776155,0.00002602002,0.0002521751,0.00001046031,0.00003436376,0.002506993],"study_design_scores_gemma":[0.00000115458,0.0001280862,0.9994659,0.000002250456,0.000008611065,0.00004392814,0.000161952,0.00006744521,0.0000708582,0.00001023072,0.00003733908,0.000002306766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992673,0.0001116332,0.00009421191,0.00002975962,0.000005191919,0.000004021101,0.00008317066,0.000003275474,0.0004014393],"genre_scores_gemma":[0.9996063,0.00004697909,0.00005575448,0.000008722067,0.000005991314,0.000002547581,0.0001154538,0.000001009598,0.0001573176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001995837,"threshold_uncertainty_score":0.006309748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700652463775041,"score_gpt":0.284642951254818,"score_spread":0.2576364266170676,"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."}}