{"id":"W4401919559","doi":"10.1192/j.eurpsy.2024.191","title":"Combined effects of psychological and life style factors on pain intensity and/or disability in patients with chronic low back pain: A cross-sectional study","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Chronic pain; Life style; Psychology; Intensity (physics); Pain catastrophizing; Clinical psychology; Style (visual arts); Physical therapy; Medicine; Psychiatry; Psychotherapist; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.001530039,0.0001843448,0.0002808425,0.00007257648,0.00004563301,0.00002840624,0.00004902585,0.00005291193,0.0000471097],"category_scores_gemma":[0.0006554953,0.000108044,0.0000622427,0.0002040182,0.0002891388,0.00005103281,0.00003571537,0.0003073748,0.000009103865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005488207,"about_ca_system_score_gemma":0.00002911076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001295078,"about_ca_topic_score_gemma":0.0000259478,"domain_scores_codex":[0.9977884,0.000982687,0.0003495577,0.0004890505,0.0002364812,0.0001537939],"domain_scores_gemma":[0.9989902,0.0005276601,0.00005359617,0.0002493181,0.00004495329,0.0001342226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001870507,0.003130885,0.9902241,0.002855146,0.00005444676,0.000003817494,0.0006105776,0.00000209238,0.00001398915,0.00001864696,0.0001606772,0.001055072],"study_design_scores_gemma":[0.004319313,0.02142194,0.9728967,0.0008570828,0.00001291547,3.847934e-7,0.0002415621,0.0001020168,7.707843e-7,0.00002136017,0.000007982505,0.0001179998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978083,0.0001177668,0.00002636592,0.0001690939,0.0004481783,0.001250499,0.000005181962,0.00004967119,0.0001249293],"genre_scores_gemma":[0.9994784,0.000002354579,0.00007413659,0.0002530629,0.00009572938,0.00000729004,0.0000216923,0.00002493063,0.00004239976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01829106,"threshold_uncertainty_score":0.4405908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088128026073317,"score_gpt":0.2846407307284882,"score_spread":0.2737594504677551,"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."}}