{"id":"W4399285642","doi":"10.1097/pr9.0000000000001165","title":"Trajectories of pain and depressive symptoms among people living with low back pain during the COVID-19 pandemic: a 24-month longitudinal study","year":2024,"lang":"en","type":"article","venue":"PAIN Reports","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec Rehabilitation Research Network; Université de Montréal; Université du Québec à Montréal; Université de Sherbrooke; McGill University; Centre Hospitalier de l’Université de Montréal; Institut Universitaire de Gériatrie de Montréal; McGill University Health Centre; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Depression (economics); Medicine; Coronavirus disease 2019 (COVID-19); Longitudinal study; Depressive symptoms; Logistic regression; Pandemic; Physical therapy; Pain catastrophizing; Chronic pain; Psychiatry; Anxiety; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009261289,0.0002135401,0.000263289,0.0005881307,0.001111516,0.0009323343,0.0005416207,0.0004751989,0.001732014],"category_scores_gemma":[0.002394221,0.0002571442,0.0005458276,0.001029919,0.0002350905,0.0006238242,0.000711996,0.0009317575,0.000311791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661759,"about_ca_system_score_gemma":0.00166639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3443056,"about_ca_topic_score_gemma":0.3869499,"domain_scores_codex":[0.9995936,0.00009344901,0.00002973835,0.00007181409,0.00007091464,0.0001404741],"domain_scores_gemma":[0.9989265,0.00008323234,0.0003634415,0.00006890498,0.0003216014,0.0002363235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006133292,0.00005394893,0.9979386,0.00000994989,0.00003432043,0.00002764378,0.0004065619,0.00003514463,0.00005929009,0.00001426432,0.0002613608,0.001097525],"study_design_scores_gemma":[0.000004410138,0.00006769953,0.9985784,0.0000179903,0.00001100995,0.00002870003,0.0009204318,0.0001498732,0.00001415194,0.00001253164,0.0001902646,0.00000458259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965587,0.0001594463,0.0000914886,0.0001668406,0.000006679099,0.00003602738,0.002652696,0.000003082004,0.0003250867],"genre_scores_gemma":[0.9976158,0.0001173681,0.0001374225,0.00006115867,0.000006137243,0.00004347906,0.001721059,0.000001585326,0.0002960416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3443056,"threshold_uncertainty_score":0.684603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221585719361235,"score_gpt":0.2956942197310222,"score_spread":0.2734783625374098,"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."}}