{"id":"W4376610886","doi":"10.1186/s41606-023-00086-0","title":"Impairment in sleep health in young adults with chronic pain: a modifiable risk factor","year":2023,"lang":"en","type":"article","venue":"Sleep Science and Practice","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; St. Michael's Hospital; Hospital for Sick Children; NOSM University; Thunder Bay Regional Health Sciences Centre; Toronto Western Hospital; Women's College Hospital; SickKids Foundation; University of Toronto; University Health Network","funders":"University of Toronto; Women's College Hospital","keywords":"Medicine; Chronic pain; Insomnia; Sleep (system call); Depression (economics); Sleep disorder; Physical therapy; Somnolence; Risk factor; Cohort; Back pain; Young adult; Population; Psychiatry; Internal medicine; Adverse effect; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002750441,0.0001514509,0.0002999639,0.0006384702,0.0005239882,0.0003858478,0.0001559504,0.0002940014,0.002556001],"category_scores_gemma":[0.001825691,0.0001227077,0.0003197951,0.0007907033,0.0001671432,0.0002805825,0.0003301571,0.0005700111,0.0001274521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002957007,"about_ca_system_score_gemma":0.000579525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009413118,"about_ca_topic_score_gemma":0.01639709,"domain_scores_codex":[0.9997374,0.00004125907,0.0000505427,0.00003363497,0.00006562022,0.00007148166],"domain_scores_gemma":[0.9989371,0.0001723935,0.000583211,0.00002144119,0.00009557309,0.0001901601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001190997,0.00002062419,0.9986385,0.00001462258,0.0000102242,0.0001219316,0.00004635179,0.000003994484,0.00004938218,0.000005720508,0.00007718423,0.0009996417],"study_design_scores_gemma":[0.000001938896,0.00003624966,0.9993717,0.00002179528,0.000009713368,0.0002666234,0.0001534343,0.00002382774,0.00001295424,0.000006300153,0.00009435169,0.00000101649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958176,0.001986491,0.00007411269,0.0003871147,0.0000317331,0.0000426021,0.0005310464,0.000004508138,0.001124791],"genre_scores_gemma":[0.9987193,0.0005836313,0.0001192332,0.0001170502,0.00002670427,0.00001994298,0.0002793817,0.000001033302,0.0001338595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009413118,"threshold_uncertainty_score":0.01871669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521928895992629,"score_gpt":0.3150925060417885,"score_spread":0.2998732170818622,"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."}}