{"id":"W2608062531","doi":"10.1093/sleepj/zsx050.800","title":"0801 IDENTIFYING CURRENT PRACTICES AND OPPORTUNITIES FOR STRENGTH-BASED INTERVENTIONS TO IMPROVE UNIVERSITY STUDENTS’ SLEEP HABITS ANDOUTCOMES: A CAMPUS-WIDE SURVEY","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Anxiety; Psychological intervention; Sleep (system call); Mental health; Sleep hygiene; Clinical psychology; Psychiatry; Insomnia; Sleep quality","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001466185,0.0002300693,0.0003052505,0.001249334,0.0009842901,0.0009729443,0.000668768,0.0006926578,0.00502891],"category_scores_gemma":[0.003745273,0.000372088,0.0004353937,0.0008979136,0.0002375107,0.0006336098,0.001010582,0.0006864498,0.001301929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113515,"about_ca_system_score_gemma":0.002133649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02156126,"about_ca_topic_score_gemma":0.05248853,"domain_scores_codex":[0.9992259,0.000171875,0.0001304295,0.00006645279,0.0002387532,0.0001666327],"domain_scores_gemma":[0.9961596,0.0003990991,0.001016779,0.0001207287,0.0006455467,0.001658314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006083985,0.0006811057,0.970037,0.00009591471,0.00002695008,0.00002817371,0.0004346653,0.00003020583,0.0002525399,0.00001142433,0.001562654,0.02677852],"study_design_scores_gemma":[0.00000821923,0.0002286845,0.9976872,0.00003745867,0.000008481559,0.00001713378,0.0007673413,0.00007032323,0.0000580194,0.000005759202,0.001106289,0.000005010926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939231,0.0005219055,0.0001264178,0.0006363688,0.00002235383,0.0002504447,0.001537161,0.00004357069,0.002938667],"genre_scores_gemma":[0.9930251,0.0009795488,0.0008892929,0.0004872059,0.00003814163,0.0003396721,0.0015358,0.000009662263,0.002695719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02156126,"threshold_uncertainty_score":0.04287153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2180885334934003,"score_gpt":0.48228758472046,"score_spread":0.2641990512270597,"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."}}