{"id":"W4281261428","doi":"10.1002/ejp.1978","title":"Patterns of change of multisite pain over 1 year of follow‐up and related risk factors","year":2022,"lang":"en","type":"article","venue":"European Journal of Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Health Research Council of New Zealand; Medical Research Council; Medical Research Council Canada; Shahroud University of Medical Sciences; Monash University; Fogarty International Center; Versus Arthritis; Colt Foundation","keywords":"Medicine; Logistic regression; Physical therapy; Odds ratio; Musculoskeletal pain; Odds; Risk factor; Demography; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007273168,0.00008467114,0.000310629,0.0001951653,0.00002772723,0.000001681421,0.00007486647,0.00001727725,0.0003395261],"category_scores_gemma":[0.001052653,0.00006448307,0.0002053281,0.0001318019,0.00004655776,0.00004365365,0.00004454553,0.0002563742,5.863361e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002111716,"about_ca_system_score_gemma":0.00001377022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005282777,"about_ca_topic_score_gemma":0.000002225148,"domain_scores_codex":[0.9957656,0.003119563,0.0006136,0.00008518189,0.0003285198,0.00008759321],"domain_scores_gemma":[0.9985271,0.0004116605,0.0007545094,0.0001336365,0.00009538297,0.00007772421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000235896,0.0001967153,0.9491728,0.000549475,0.0001913261,0.0000330601,0.009386805,0.00002127737,0.02618605,0.0000146382,0.0004225663,0.0135894],"study_design_scores_gemma":[0.002185901,0.002685152,0.9905763,0.000357353,0.00007118063,0.000004300313,0.00290974,0.000199762,0.0002752305,0.00001499112,0.0006589842,0.00006107877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99872,0.0002978092,0.0003766543,0.0000922511,0.0001409406,0.000156769,0.00003216443,0.000003986984,0.0001793697],"genre_scores_gemma":[0.9993872,0.00007489508,0.0002373975,0.0000433835,0.00004589882,4.241903e-7,0.000007343585,0.00002116534,0.0001822681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04140353,"threshold_uncertainty_score":0.3717573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216672172408992,"score_gpt":0.2544575734582371,"score_spread":0.2327903562173378,"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."}}