{"id":"W2084013634","doi":"10.1159/000287620","title":"Psychopathology and Verbal Expression in Psychosomatic and Psychoneurotic Patients","year":2010,"lang":"en","type":"article","venue":"Psychotherapy and Psychosomatics","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Alexithymia; Psychopathology; Ulcerative colitis; Psychology; Disease; Psychosomatic medicine; Clinical psychology; Gastroenterology; Internal medicine; Medicine; Psychiatry","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":[0.0002156179,0.0004955756,0.0006472809,0.0003538254,0.0001482199,0.00008214897,0.0001304878,0.000317854,0.000125559],"category_scores_gemma":[0.00002506219,0.0004130607,0.00007128651,0.0003097098,0.0003220286,0.0001932466,0.00001674818,0.0005146157,0.00001724537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008830025,"about_ca_system_score_gemma":0.00001758467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000813715,"about_ca_topic_score_gemma":0.00003931088,"domain_scores_codex":[0.9976431,0.00008982225,0.0006831042,0.0007863668,0.0002993635,0.0004982265],"domain_scores_gemma":[0.9985396,0.0001430201,0.0002012029,0.0006674497,0.00004832422,0.0004003705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001046602,0.003087065,0.9233453,0.0005577287,0.0001100165,0.00002333289,0.006283603,1.130193e-7,0.01076114,0.001322955,0.0009482363,0.05251388],"study_design_scores_gemma":[0.02009222,0.001192754,0.9212595,0.001127443,0.00006737145,0.0003443822,0.0002429355,0.0003712646,0.0001028316,0.04995937,0.004620429,0.000619508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911644,0.001180356,0.0003129016,0.001550164,0.001127897,0.001162636,0.00001422606,0.00008465652,0.003402705],"genre_scores_gemma":[0.9794958,0.006644186,0.01117205,0.002133554,0.0001162551,0.0001410273,0.00001925881,0.00009601597,0.0001818077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05189437,"threshold_uncertainty_score":0.9998321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007214999138189787,"score_gpt":0.2684700796064233,"score_spread":0.2612550804682335,"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."}}