{"id":"W4281971412","doi":"10.1097/ajp.0000000000001050","title":"Exploring Social Determinants of Posttraumatic Pain, Distress, Depression, and Recovery Through Cross-Sectional, Longitudinal, and Nonlinear Trends","year":2022,"lang":"en","type":"article","venue":"Clinical Journal of Pain","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia; Health Sciences North; Western University","funders":"","keywords":"Medicine; Depression (economics); Psychopathology; Patient Health Questionnaire; Cross-sectional study; Longitudinal study; Social support; Distress; Physical therapy; Stepwise regression; Comorbidity; Chronic pain; Psychiatry; Clinical psychology; Psychology; Internal medicine; Anxiety; Depressive symptoms","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003422724,0.0002320136,0.0001887166,0.0009064919,0.0007786319,0.0005942984,0.0004055993,0.0003862289,0.00103828],"category_scores_gemma":[0.005779421,0.0002981224,0.0006449078,0.001059503,0.000362394,0.0008655092,0.0009058706,0.0008939667,0.0001712236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005286734,"about_ca_system_score_gemma":0.001118164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02402089,"about_ca_topic_score_gemma":0.02909374,"domain_scores_codex":[0.9991592,0.000385611,0.00006044875,0.0001230927,0.0001177751,0.0001537253],"domain_scores_gemma":[0.9969714,0.0008222146,0.0009787632,0.0003319303,0.0005658985,0.0003297822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003308523,0.00005901513,0.9980631,0.000004556825,0.00005604817,0.00001343875,0.0001977128,0.00008787746,0.00006200087,0.00003167126,0.00006002394,0.001331457],"study_design_scores_gemma":[0.000002407897,0.0001046506,0.9982138,0.000008062956,0.00002290998,0.00003593833,0.0004273898,0.0009856775,0.00004395129,0.00004686195,0.0001052944,0.000003116793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992332,0.00007366329,0.0002286504,0.00006326599,0.000002707559,0.000009855739,0.0002273818,0.000003301404,0.0001578983],"genre_scores_gemma":[0.998955,0.00007489722,0.0002879245,0.0000126641,0.00000372354,0.00002609485,0.0005235341,0.000001772963,0.0001144409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02402089,"threshold_uncertainty_score":0.04776216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.270142968181716,"score_gpt":0.4380501210419463,"score_spread":0.1679071528602303,"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."}}