{"id":"W2352625457","doi":"","title":"Analysis about mental health status and alexithymia in patients with somatoform disorder","year":2012,"lang":"en","type":"article","venue":"Journal of psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Symptom Checklist 90; Mental health; Checklist; Psychiatry; Psychology; Clinical psychology; Medicine; Somatization","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":[],"consensus_categories":[],"category_scores_codex":[0.0001554253,0.0001358561,0.0004280694,0.0003299847,0.00005131079,0.0000120969,0.00004070136,0.00003710061,0.00006955227],"category_scores_gemma":[0.000004336456,0.00008556097,0.0001030154,0.000349232,0.00003199195,0.0002106392,0.00001030917,0.0001312917,0.000002845148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007378367,"about_ca_system_score_gemma":0.0001208256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005395785,"about_ca_topic_score_gemma":0.0001571471,"domain_scores_codex":[0.9988086,0.00002556807,0.0004380783,0.00008941344,0.000309174,0.0003292032],"domain_scores_gemma":[0.9991294,0.000007930332,0.0003791045,0.0001306669,0.00003522634,0.0003177416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004241173,0.002121393,0.9929557,0.00006244936,0.000939258,6.054638e-7,0.001042453,0.000001254335,1.381341e-7,0.00009391701,0.000503952,0.001854745],"study_design_scores_gemma":[0.007781496,0.0008544248,0.9889868,0.0004284635,0.0002326758,0.00001432205,0.0008582993,0.00000957779,1.927269e-7,0.0001341512,0.0006197924,0.00007978686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920523,0.005408123,0.00005180208,0.001323666,0.000437772,0.0001940015,0.00001181331,0.000004445164,0.0005161047],"genre_scores_gemma":[0.9957774,0.0004091715,0.003217806,0.0004522548,0.00006904928,0.000001794305,0.00001924595,0.0000148017,0.0000384235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007357379,"threshold_uncertainty_score":0.3489075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004705767096777939,"score_gpt":0.2602775651712986,"score_spread":0.2555717980745206,"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."}}