{"id":"W1983772464","doi":"10.1016/j.jcjd.2015.01.256","title":"The Impact of an Intervention to Improve Sleep Quality in Normal, Overweight, and Obese Female Shift Workers","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Overweight; Intervention (counseling); Obesity; Sleep (system call); Sleep quality; Normal weight; Gerontology; Physical therapy; Psychiatry; Internal medicine; Insomnia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004989809,0.0004397993,0.0004846453,0.0003595085,0.001453626,0.0003392576,0.0003607181,0.0008899965,0.0035555],"category_scores_gemma":[0.00136483,0.0002474586,0.0008283029,0.0001650802,0.0002856263,0.0002431844,0.0005817445,0.0009990414,0.0001828275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009178494,"about_ca_system_score_gemma":0.00180246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0222833,"about_ca_topic_score_gemma":0.03530249,"domain_scores_codex":[0.9997078,0.0000685043,0.00002291733,0.00004572693,0.00003636259,0.0001188129],"domain_scores_gemma":[0.9991522,0.0001602296,0.00006658885,0.00002136556,0.00008301228,0.0005165833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2215064,0.3770414,0.05924471,0.001667613,0.0009989096,0.0005514098,0.003270528,0.001332678,0.01804763,0.0002292942,0.002248083,0.3138613],"study_design_scores_gemma":[0.04957711,0.3038258,0.6345903,0.0003053915,0.001221921,0.00008161769,0.00316447,0.001811931,0.002767807,0.0002011038,0.002389695,0.0000628718],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985794,0.0001352337,0.00004831167,0.0002615456,0.00007299661,0.0002736852,0.00004405011,0.000007836514,0.000577007],"genre_scores_gemma":[0.9975134,0.0002065819,0.00051082,0.0002598837,0.00007410924,0.0003606574,0.00006591846,0.000002578015,0.001006167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0222833,"threshold_uncertainty_score":0.04430717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541928647646362,"score_gpt":0.3284929009259097,"score_spread":0.303073614449446,"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."}}