{"id":"W3106299330","doi":"10.28982/josam.710076","title":"A public health concern: Chronic low back pain and the relationship between pain, quality of life, depression, anxiety, and sleep quality","year":2020,"lang":"en","type":"article","venue":"Journal of Surgery and Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Anxiety; Depression (economics); Quality of life (healthcare); Beck Depression Inventory; Beck Anxiety Inventory; Medicine; Physical therapy; Sleep disorder; Psychiatry; Sleep quality; Psychology; Insomnia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03059237,0.0001338227,0.0010645,0.00009867363,0.0001148576,0.000009610461,0.00004501185,0.00009511261,0.00004491496],"category_scores_gemma":[0.03289443,0.0000716025,0.0001240185,0.0002451832,0.0007562426,0.000134473,0.00002840342,0.0004007339,2.919672e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003352237,"about_ca_system_score_gemma":0.0003365487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033516,"about_ca_topic_score_gemma":0.000008050948,"domain_scores_codex":[0.9945807,0.003180871,0.00143886,0.000170229,0.0004509327,0.0001784118],"domain_scores_gemma":[0.9833255,0.01456294,0.001046749,0.0001439193,0.0002627726,0.0006580662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004212447,0.00003337303,0.9458348,0.004613908,0.00009779022,8.088462e-7,0.002179961,5.179746e-7,0.0001459975,0.000254339,0.002791421,0.04362591],"study_design_scores_gemma":[0.003772703,0.0005401454,0.9912426,0.001160974,0.00004209595,0.00001025221,0.001355996,0.000111308,0.000003416339,0.0005597217,0.001130156,0.00007067333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8059126,0.02421223,0.002130014,0.1673139,0.00007163294,0.0002954591,0.000003492067,0.00000680335,0.00005389764],"genre_scores_gemma":[0.991383,0.002416547,0.00008239818,0.005390836,0.0006874699,0.000002326213,0.00001135455,0.000008932774,0.00001714245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1854704,"threshold_uncertainty_score":0.9982092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1957592988581915,"score_gpt":0.3737939950097114,"score_spread":0.1780346961515199,"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."}}