{"id":"W4401919939","doi":"10.1192/j.eurpsy.2024.744","title":"Alexithymia in population with depressive disorders and suicidal ideation: results of an observational study","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Suicidal ideation; Observational study; Ideation; Clinical psychology; Psychiatry; Psychology; Population; Medicine; Suicide prevention; Poison control; Internal medicine; Medical emergency","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":[0.001240705,0.000293264,0.0005673752,0.0007767499,0.0006479548,0.0006436154,0.0002942816,0.0003999233,0.0008998694],"category_scores_gemma":[0.002273887,0.0003251233,0.0005798239,0.0008743518,0.0003990305,0.0004530626,0.0004645709,0.0005497547,0.0002970409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003548942,"about_ca_system_score_gemma":0.0005277593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003898913,"about_ca_topic_score_gemma":0.00447886,"domain_scores_codex":[0.9990678,0.0003498354,0.0001241632,0.0001500439,0.0001830633,0.0001250848],"domain_scores_gemma":[0.998718,0.0002746803,0.000454567,0.0001317257,0.0001714558,0.0002496298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001956661,0.000249943,0.9982017,0.00001400299,0.00003226864,0.0001208979,0.0003367615,0.000009113756,0.0001252448,0.000004686297,0.00004217732,0.0006675299],"study_design_scores_gemma":[0.0000335572,0.0009069227,0.9972385,0.00001097634,0.00003698103,0.0004690244,0.001029348,0.00005195468,0.00004485733,0.000007924179,0.0001642776,0.000005612796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995815,0.00007875024,0.00004963954,0.000007561807,0.00000245788,0.00002821617,0.0001327773,7.721226e-7,0.0001181674],"genre_scores_gemma":[0.999294,0.0001090272,0.0001019765,0.0000207236,0.00001105875,0.00004552729,0.0003316684,9.128842e-7,0.00008500833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003898913,"threshold_uncertainty_score":0.007752478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0320653076301658,"score_gpt":0.3117545900049292,"score_spread":0.2796892823747634,"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."}}