{"id":"W2807882000","doi":"10.1017/cem.2018.394","title":"Subjective sleep quality and its etiology in the emergency department","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Emergency department; Sleep (system call); Sleep quality; Prospective cohort study; Physical therapy; Emergency medicine; Insomnia; Psychiatry; 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":[0.0003693691,0.0001849469,0.0002784732,0.0008192495,0.0004250262,0.0007340687,0.0003005272,0.0003818101,0.001552822],"category_scores_gemma":[0.003717153,0.0001887865,0.0002978983,0.0006748732,0.000299592,0.0003855057,0.0004506686,0.0006723044,0.0001212447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005459207,"about_ca_system_score_gemma":0.0007753093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01180994,"about_ca_topic_score_gemma":0.01967309,"domain_scores_codex":[0.9997219,0.0000738949,0.00003867179,0.00003229529,0.00006381005,0.00006948626],"domain_scores_gemma":[0.9985408,0.0002577362,0.0005519424,0.00003910527,0.0002281945,0.0003822209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009555899,0.0001027779,0.9967411,0.00001824075,0.00004370018,0.0002223872,0.0003186102,0.00002346193,0.0001525331,0.00003857149,0.000129864,0.002113249],"study_design_scores_gemma":[0.000001932425,0.00003604898,0.9990581,0.000007219531,0.000006830701,0.0001617186,0.0005759707,0.0000562081,0.00001044688,0.00001813953,0.00006506631,0.000002476149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978345,0.0008310126,0.00004895293,0.0001943116,0.00002096343,0.00001210974,0.0001223601,0.000001674946,0.000934092],"genre_scores_gemma":[0.9995091,0.0002315753,0.00003624493,0.00003437795,0.00002154308,0.00000310846,0.0000770758,9.597334e-7,0.00008603922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01180994,"threshold_uncertainty_score":0.02348238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09514675328605865,"score_gpt":0.3980825266407699,"score_spread":0.3029357733547112,"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."}}