{"id":"W4391679070","doi":"10.1097/pr9.0000000000001137","title":"Trajectories of pain intensity, pain catastrophizing, and pain interference in the perinatal and postpartum period","year":2024,"lang":"en","type":"article","venue":"PAIN Reports","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Toronto; University of British Columbia; Ontario Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"Alberta Children's Hospital Foundation; Alberta Children's Hospital Research Institute; Canada Excellence Research Chairs, Government of Canada","keywords":"Pain catastrophizing; Anxiety; Medicine; Pregnancy; Physical therapy; Postpartum period; Chronic pain; Depression (economics); Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.01177925,0.0001892162,0.0003322424,0.0001136059,0.00006732125,0.00005710126,0.00006069047,0.00007358345,0.00002754367],"category_scores_gemma":[0.001343215,0.0001328843,0.00004882637,0.0001341831,0.0001827808,0.00007630021,0.00007279324,0.0003169254,6.540886e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003913655,"about_ca_system_score_gemma":0.00007518968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004149592,"about_ca_topic_score_gemma":0.00009407095,"domain_scores_codex":[0.9976339,0.0009908749,0.0005143494,0.0003638569,0.0002170672,0.0002799765],"domain_scores_gemma":[0.9987844,0.00068145,0.0001028039,0.0002775548,0.00004223777,0.0001115437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004936182,0.0001590524,0.8903389,0.02404715,0.00006582643,0.01195162,0.01778576,6.632619e-7,0.0007683156,0.0003307433,0.0008209003,0.05323746],"study_design_scores_gemma":[0.001072952,0.008010147,0.8516532,0.07100865,0.0001858828,0.02061917,0.01580019,0.007853666,0.003456346,0.002751207,0.01649861,0.001089949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882907,0.007168966,0.0005364068,0.003086891,0.0002657828,0.0004820459,0.00001093153,0.00005051037,0.0001078214],"genre_scores_gemma":[0.9983854,0.0002174829,0.0001662957,0.000924847,0.00007809593,0.00004803546,0.00002281634,0.00001800973,0.0001389696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05214751,"threshold_uncertainty_score":0.5418863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570408033044039,"score_gpt":0.2757893193097409,"score_spread":0.2600852389793005,"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."}}