{"id":"W4205661097","doi":"10.1111/jsr.13549","title":"A polysomnographic study of sleep disruptions in individuals with chronic neck pain","year":2022,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"NoNO (Canada)","funders":"","keywords":"Polysomnography; Chronic pain; Medicine; Sleep (system call); Physical therapy; Sleep quality; Slow-wave sleep; Neck pain; Anesthesia; Internal medicine; Physical medicine and rehabilitation; Electroencephalography; Insomnia; Psychiatry; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007625429,0.0001518285,0.000400968,0.002710049,0.0003303114,0.000030886,0.0007484756,0.000103309,0.002031207],"category_scores_gemma":[0.000141677,0.0001186522,0.000137805,0.003530046,0.0002295405,0.0001267954,0.0002085592,0.002535558,0.00001507692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002113453,"about_ca_system_score_gemma":0.0001897458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006204171,"about_ca_topic_score_gemma":0.0004900033,"domain_scores_codex":[0.9937524,0.002811977,0.000805686,0.00027006,0.001708196,0.0006516497],"domain_scores_gemma":[0.9982017,0.0005608205,0.0003628538,0.0004306238,0.000275354,0.0001687008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009764822,0.01250029,0.9199481,0.00003127582,0.002600478,0.0007268747,0.02799581,0.005344993,0.0001788485,0.000491886,0.002331426,0.02687357],"study_design_scores_gemma":[0.02971055,0.04009853,0.680297,0.0001668501,0.0003464226,0.0004549118,0.2395625,0.0005369126,0.00001700342,0.001024434,0.007305891,0.0004789809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927838,0.003875829,0.00003505942,0.0008017985,0.0002403973,0.0006437218,0.00000843823,0.000009077073,0.001601811],"genre_scores_gemma":[0.9994086,0.00009658678,0.00004901127,0.00003558571,0.00008855264,0.00010363,0.000002734144,0.00003405711,0.0001812357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2396511,"threshold_uncertainty_score":0.9997656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04313001924887615,"score_gpt":0.3790788431148016,"score_spread":0.3359488238659254,"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."}}