{"id":"W3137857148","doi":"10.1186/s12991-021-00345-3","title":"Psychological predictors of chronic pain in Al Kharj region, Saudi Arabia","year":2021,"lang":"en","type":"article","venue":"Annals of General Psychiatry","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"Deanship of Scientific Research, Prince Sattam bin Abdulaziz University; Prince Sattam bin Abdulaziz University","keywords":"General Health Questionnaire; Medicine; Population; Distress; Chronic pain; Psychological distress; Cross-sectional study; Psychiatry; Clinical psychology; Physical therapy; Mental health; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003597054,0.0002042584,0.0001686555,0.0005464265,0.0004993756,0.0005108516,0.0001999267,0.0002509075,0.001789776],"category_scores_gemma":[0.001013463,0.0001212331,0.0002039665,0.0006493572,0.0002156404,0.000187665,0.0004031025,0.0003123495,0.0001032783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003691296,"about_ca_system_score_gemma":0.0005687341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02183723,"about_ca_topic_score_gemma":0.02576339,"domain_scores_codex":[0.9997576,0.00006974168,0.00003363645,0.00002331515,0.00005953461,0.00005617777],"domain_scores_gemma":[0.9991861,0.00008507675,0.0004152299,0.00001562,0.0001332109,0.0001647737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002519327,0.00003533065,0.9975811,0.0000381861,0.00002169498,0.00007541721,0.0002101209,0.00001857172,0.0001191884,0.00001366705,0.0001118819,0.001749513],"study_design_scores_gemma":[0.000003806866,0.00005496641,0.998525,0.00003405876,0.00001091726,0.0001946596,0.0009114165,0.00006801559,0.00001819689,0.000009595446,0.0001674511,0.000001894876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990608,0.0004938575,0.00001419844,0.0001330857,0.000004935529,0.000006197747,0.000111967,5.930527e-7,0.000174488],"genre_scores_gemma":[0.9994143,0.000347637,0.00003095125,0.00003327524,0.000007797029,0.00000522154,0.00008713736,2.61667e-7,0.00007354074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02183723,"threshold_uncertainty_score":0.04342026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162471543927314,"score_gpt":0.3420864852033887,"score_spread":0.3104617697641155,"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."}}