{"id":"W4205686992","doi":"10.1016/j.jpain.2022.01.001","title":"An Ecological Momentary Assessment Study of Pain Intensity Variability: Ascertaining Extent, Predictors, and Associations With Quality of Life, Interference and Health Care Utilization Among Individuals Living With Chronic Low Back Pain","year":2022,"lang":"en","type":"article","venue":"Journal of Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Pfizer Canada; Réseau québécois de recherche sur la douleur","keywords":"Psychosocial; Medicine; Quality of life (healthcare); Anxiety; Chronic pain; Intensity (physics); Visual analogue scale; Pain catastrophizing; Rating scale; Physical therapy; Depression (economics); Psychology; Psychiatry; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03134956,0.0001514624,0.0007012813,0.0001827216,0.0001687845,0.00001770659,0.00008704806,0.00005370338,0.00005549305],"category_scores_gemma":[0.001738644,0.0001075199,0.00005502669,0.0002645577,0.0001422672,0.0001611775,0.00006387509,0.0004363493,1.062701e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006145231,"about_ca_system_score_gemma":0.0005308472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003175316,"about_ca_topic_score_gemma":0.0007434655,"domain_scores_codex":[0.9894034,0.008574123,0.0009752688,0.0002461854,0.0006279036,0.0001730657],"domain_scores_gemma":[0.9958593,0.002062115,0.00128405,0.0001887369,0.000406033,0.0001998064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001006536,0.001956108,0.9783968,0.001168851,0.0002561947,0.000001290733,0.01473042,0.0005214177,0.0001603517,0.00001145858,0.00004433124,0.002652118],"study_design_scores_gemma":[0.001522567,0.02751528,0.895798,0.0005784656,0.00006403799,0.000002223455,0.07031415,0.004095337,0.000001545785,0.00001942374,0.000002179353,0.00008677519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869111,0.0001336932,0.01152878,0.0004362667,0.00003196609,0.0009228978,0.00001858893,0.000009244251,0.000007514242],"genre_scores_gemma":[0.998233,0.00002282433,0.001399219,0.0002318549,0.00003996351,0.00002004473,0.00003857482,0.00001190108,0.000002649763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08259879,"threshold_uncertainty_score":0.9974295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408023087474588,"score_gpt":0.3426205646926945,"score_spread":0.3085403338179486,"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."}}