{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013671,0.0001721393,0.0002558602,0.0001682325,0.0007480415,0.0002226358,0.0005508296,0.00006628026,0.00007838392],"category_scores_gemma":[0.0004732431,0.0001724166,0.0001291591,0.00004912517,0.0001220494,0.0004482501,0.0002224345,0.0001543272,0.00003079842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009905911,"about_ca_system_score_gemma":0.000055606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001600318,"about_ca_topic_score_gemma":0.005058786,"domain_scores_codex":[0.9984256,0.0002392122,0.000284496,0.0004467811,0.0002149808,0.000388918],"domain_scores_gemma":[0.9980322,0.0004001193,0.00062495,0.0005536908,0.0001162565,0.000272789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005510852,0.0006689614,0.8546132,0.0004384065,0.00009503019,0.00002985123,0.001293661,0.000001825347,0.00002763633,0.0006258279,0.001896463,0.139758],"study_design_scores_gemma":[0.003115094,0.00051102,0.9773523,0.0002219538,0.0001209206,0.000002671561,0.006308651,0.00006177965,0.00007521728,0.00004968084,0.01192309,0.0002575732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991914,0.0004441349,0.002642492,0.000888575,0.002106893,0.00101332,0.0003066905,0.00003869422,0.0006451971],"genre_scores_gemma":[0.9966251,0.0000956574,0.0001920127,0.0001956096,0.00005803729,0.00004569101,0.00006067607,0.00001630913,0.002710942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1395004,"threshold_uncertainty_score":0.7030946,"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."}}