{"id":"W2372816770","doi":"","title":"A multianalysis on the influencing factors contributing to alexithymia of patients with depression in period of onset.","year":2010,"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; Depression (economics); Beck Depression Inventory; Toronto Alexithymia Scale; Psychology; Regression analysis; Structural equation modeling; Clinical psychology; Psychiatry; Anxiety","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004073941,0.0003432864,0.0005072886,0.0007885593,0.0005860072,0.0003543429,0.0001301898,0.0001775439,0.001528503],"category_scores_gemma":[0.000640187,0.0002040007,0.001028164,0.0006294654,0.0001639109,0.0001897397,0.0003897101,0.0002384146,0.0001439928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915996,"about_ca_system_score_gemma":0.0002905207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002160533,"about_ca_topic_score_gemma":0.003441236,"domain_scores_codex":[0.9996375,0.0001090061,0.00003523557,0.00007523339,0.00006029363,0.0000826479],"domain_scores_gemma":[0.9996696,0.00006882346,0.0001179254,0.00002803459,0.00003608649,0.00007948744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000556924,0.00004055758,0.9941193,0.0000167839,0.0002921617,0.000196575,0.000122151,0.00003023458,0.0006937559,0.00001502829,0.00007825779,0.003838322],"study_design_scores_gemma":[0.00001180212,0.000191366,0.9989794,0.000003308664,0.0001035362,0.0003454413,0.00010752,0.00008432449,0.00006205785,0.0000158825,0.00009327152,0.000002008162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993025,0.00032629,0.0001175914,0.00001715311,0.000003804914,0.000008324117,0.00007193436,0.000002143375,0.0001502464],"genre_scores_gemma":[0.9996574,0.00007135593,0.00005498584,0.000006240622,0.000004349453,0.000005461851,0.0001055778,6.742669e-7,0.00009406093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002160533,"threshold_uncertainty_score":0.005113363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005653648228358916,"score_gpt":0.2500374791004278,"score_spread":0.2443838308720689,"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."}}