{"id":"W2616271545","doi":"10.1016/j.pnpbp.2017.05.012","title":"Epidemiology of pain and relation to psychiatric disorders","year":2017,"lang":"en","type":"review","venue":"Progress in Neuro-Psychopharmacology and Biological Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":222,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Chronic pain; Psychiatry; Depression (economics); Epidemiology; Anxiety; Medicine; Epidemiology of child psychiatric disorders; Comorbidity; Schizophrenia (object-oriented programming); Population; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001016539,0.0006279682,0.002693023,0.0005195869,0.0001483863,0.00000620582,0.0003074745,0.0009310274,0.00003970951],"category_scores_gemma":[0.0003940256,0.0004161993,0.0003513236,0.0003341846,0.0006774091,0.00004560883,0.0001403875,0.0007747457,0.0000116095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001982389,"about_ca_system_score_gemma":0.00009679296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004106576,"about_ca_topic_score_gemma":0.000005244871,"domain_scores_codex":[0.9958711,0.001095436,0.001285976,0.001099318,0.0001006266,0.0005475344],"domain_scores_gemma":[0.9973179,0.00101704,0.0008459914,0.0004864757,0.00002719715,0.0003053899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003412636,0.0005663745,0.5331455,0.003090021,0.0001472716,0.00000734428,0.00001295205,3.182625e-8,1.557808e-8,0.000369234,0.0002451939,0.4620748],"study_design_scores_gemma":[0.003823463,0.00311109,0.6850319,0.004066942,0.0006281525,0.0001420826,0.00001335195,0.00001685233,3.531913e-9,0.006919088,0.2957978,0.0004492862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01287091,0.9794746,0.00001934955,0.00275652,0.001737411,0.002564629,0.00003419202,0.00004742106,0.000494946],"genre_scores_gemma":[0.006785046,0.9891702,0.002028049,0.001205641,0.0001920582,0.0004915975,0.00005515675,0.00004099696,0.00003126632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4616255,"threshold_uncertainty_score":0.999829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08463777135498869,"score_gpt":0.4312693008231372,"score_spread":0.3466315294681486,"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."}}