{"id":"W2121388978","doi":"10.1176/appi.psy.42.3.261","title":"Medically Unexplained Symptoms in an Urban General Medicine Practice","year":2001,"lang":"en","type":"article","venue":"Psychosomatics","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"National Institute on Aging","keywords":"Primary care; Medicine; Anxiety; Population; Psychiatry; General practice; Family medicine; Pediatrics; Environmental health","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":[0.0003843018,0.0003390649,0.0005972166,0.0002762476,0.00007433326,0.00002624458,0.000245078,0.0001779337,0.000646521],"category_scores_gemma":[0.0004237205,0.0002570565,0.0000787051,0.0006575387,0.0001599974,0.0002992443,0.00002348714,0.0002631306,0.000140077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009977826,"about_ca_system_score_gemma":0.00007064382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009774149,"about_ca_topic_score_gemma":0.00004175034,"domain_scores_codex":[0.9973964,0.000131176,0.0007996631,0.0004380218,0.0007198738,0.0005148544],"domain_scores_gemma":[0.9981357,0.0002053752,0.0002224198,0.0008281214,0.0001331696,0.0004751993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002441264,0.01550742,0.8639218,0.0004778682,0.001114091,0.002287884,0.01938121,0.00001959919,0.001677098,0.01591296,0.03678848,0.04047035],"study_design_scores_gemma":[0.08828899,0.0129241,0.5197229,0.009337078,0.001614912,0.003832168,0.0105727,0.0410789,0.00009360673,0.03794621,0.2720716,0.002516785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8769684,0.0007348443,0.001469568,0.01526671,0.0007100478,0.0008159701,0.000004132185,0.0001888811,0.1038414],"genre_scores_gemma":[0.962863,0.00115563,0.02015642,0.01137246,0.001049604,0.0001608416,0.000206248,0.0001297606,0.002906052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3441988,"threshold_uncertainty_score":0.9999881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083915097800896,"score_gpt":0.339442116576474,"score_spread":0.318602965598465,"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."}}