{"id":"W1976079169","doi":"10.1089/gyn.2007.b-02286-1","title":"The Utility of the Beck Depression Inventory in the Evaluation of Chronic Pelvic Pain Patients","year":2007,"lang":"en","type":"article","venue":"Journal of Gynecologic Surgery","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Beck Depression Inventory; Depression (economics); Pelvic pain; Comorbidity; Laparoscopy; Tubal ligation; Asymptomatic; Cohort; Internal medicine; Surgery; Psychiatry; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03239537,0.00007875227,0.0002945518,0.0002010938,0.00008196954,0.000005454934,0.0001837836,0.00006437267,0.0001224342],"category_scores_gemma":[0.04015496,0.00002921427,0.0002865939,0.0004990424,0.0001374951,0.00004873972,0.00004054328,0.0002949335,8.387993e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003514453,"about_ca_system_score_gemma":0.0006075929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002424197,"about_ca_topic_score_gemma":0.0001627582,"domain_scores_codex":[0.9956627,0.001842374,0.0007556608,0.00007759583,0.001437758,0.0002238596],"domain_scores_gemma":[0.9810055,0.01725233,0.0007556183,0.0002806983,0.0006484209,0.00005737422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002196496,0.000798677,0.8131943,0.00002953475,0.00005925891,0.000009899978,0.0000929607,0.000007115769,0.00009158892,0.00000122623,0.00210828,0.1833875],"study_design_scores_gemma":[0.001309124,0.000444029,0.9953158,0.0001314061,0.00007429379,0.000008292168,0.0002992779,0.000192699,0.00128474,0.0002072263,0.0007096183,0.00002347014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935959,0.004489381,0.000006473309,0.0004234175,0.0002656869,0.0005047373,0.000001072257,0.000001238784,0.0007121045],"genre_scores_gemma":[0.9992559,0.0005798278,0.000006353545,0.00007795524,0.00005117365,0.00000908754,0.000001510007,0.000003735796,0.00001445986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1833641,"threshold_uncertainty_score":0.9963526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07257857501272293,"score_gpt":0.3543124006091197,"score_spread":0.2817338255963968,"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."}}