{"id":"W4320033042","doi":"10.1080/07853890.2023.2177723","title":"Chronic disease clusters are associated with prolonged, bothersome, and multisite musculoskeletal pain: a population-based study on Northern Finns","year":2023,"lang":"en","type":"article","venue":"Annals of Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"Oulun Yliopisto; Medical Research Center Oulu","keywords":"Medicine; Chronic pain; Confounding; Odds ratio; Confidence interval; Logistic regression; Disease; Population; Latent class model; Physical therapy; Internal medicine; Epidemiology; Cohort; Cohort study; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001359411,0.0002226754,0.00047045,0.000321898,0.0000873683,0.000004511201,0.00006093713,0.00007116198,0.00002929063],"category_scores_gemma":[0.001499352,0.0001445577,0.0000946213,0.0004789208,0.0001652035,0.00004663593,0.00001473368,0.0001722211,0.000007242139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004884019,"about_ca_system_score_gemma":0.00006797867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001938269,"about_ca_topic_score_gemma":0.0008834787,"domain_scores_codex":[0.9980156,0.0003390453,0.0003596064,0.0003585586,0.0006535801,0.0002735883],"domain_scores_gemma":[0.9983164,0.0006187208,0.0002485182,0.0003367584,0.0002215507,0.0002580315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005821584,0.0005606387,0.9877594,0.001104465,0.0001559681,0.00004362156,0.0008423689,0.0002682798,0.000167176,0.000002365206,0.0005034769,0.008010065],"study_design_scores_gemma":[0.00608546,0.008940632,0.9788826,0.001744854,0.0001262002,1.901232e-7,0.001360379,0.002647215,0.000005898549,0.00002218202,0.0000402478,0.0001442041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758941,0.0002876674,0.00002593585,0.02196745,0.00004599521,0.001582024,0.00001566048,0.0001115322,0.000069628],"genre_scores_gemma":[0.9981503,0.00001421561,0.000007995391,0.0009956846,0.0001637029,0.00008500902,0.0002334863,0.00004016022,0.0003094127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02225622,"threshold_uncertainty_score":0.5894891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03065494880962764,"score_gpt":0.3293635948052809,"score_spread":0.2987086459956532,"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."}}