{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002770443,0.0003464071,0.0004517957,0.0006547328,0.0004733198,0.0005806368,0.00011562,0.000265245,0.001115345],"category_scores_gemma":[0.002862364,0.0001814799,0.0002018608,0.0004411651,0.0005511075,0.0002538249,0.0004653412,0.0003336269,0.0001163674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002917595,"about_ca_system_score_gemma":0.0001145284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112855,"about_ca_topic_score_gemma":0.00124928,"domain_scores_codex":[0.9996905,0.00009272415,0.00003862204,0.00004647848,0.00006937166,0.00006235561],"domain_scores_gemma":[0.9992777,0.0001675816,0.0002951999,0.00003032048,0.00006664271,0.0001627424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001298253,0.0003262863,0.9710221,0.00008955075,0.0001531562,0.001721915,0.006835962,0.0001634304,0.006986599,0.00009642595,0.0001377844,0.0111685],"study_design_scores_gemma":[0.00004488476,0.0007777337,0.9937146,0.00001134303,0.00004834501,0.002614531,0.001912896,0.0001581883,0.0004133815,0.00005158539,0.0002398007,0.00001264897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996899,0.00006694206,0.00001574506,0.000005623649,0.000001539636,0.000004241517,0.00001353786,6.323408e-7,0.0002017638],"genre_scores_gemma":[0.9997707,0.00006446993,0.00003107707,0.00000714002,0.000002517618,0.000004519551,0.00004383982,3.746669e-7,0.00007530847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001115345,"threshold_uncertainty_score":0.003731251,"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."}}