{"id":"W7006365155","doi":"","title":"Targeting Sleep Disturbance and Sleep Apnea in Patients with Chronic Pain","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Health Network Foundation; University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Chronic pain; Sleep disorder; Sleep apnea; Insomnia; Sleep (system call); Opioid; Polysomnography; Cognitive behavioral therapy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003648948,0.00008276002,0.0001223049,0.0002420112,0.000323385,0.0002757887,0.0001031711,0.0002290841,0.00397899],"category_scores_gemma":[0.0009150417,0.00004888421,0.0001591879,0.0002540123,0.0001455872,0.0001745557,0.0001956865,0.0003864263,0.0002561204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005688,"about_ca_system_score_gemma":0.0005906305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991598,"about_ca_topic_score_gemma":0.006247005,"domain_scores_codex":[0.9999098,0.00003818405,0.000005459552,0.000008531592,0.00001861361,0.00001940553],"domain_scores_gemma":[0.9997967,0.00009462769,0.00004841159,0.000004045941,0.000022683,0.00003360109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001483985,0.003564053,0.2117108,0.00248279,0.0001225926,0.0004615759,0.004571613,0.0001555317,0.01023175,0.0009518351,0.009296845,0.7549666],"study_design_scores_gemma":[0.0002705953,0.004697528,0.9680484,0.0008433798,0.0001004138,0.0006636916,0.003080168,0.0002280793,0.000772482,0.0007832782,0.02049959,0.00001240414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9334686,0.03336449,0.0005584884,0.008050018,0.0002032794,0.0003420138,0.000295267,0.00001753393,0.0237004],"genre_scores_gemma":[0.9758613,0.01472741,0.001265188,0.002161158,0.0001744958,0.0001518824,0.0001299503,0.000002104309,0.005526439],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00397899,"threshold_uncertainty_score":0.01331109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222043673169839,"score_gpt":0.2831694208846668,"score_spread":0.2709489841529685,"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."}}