{"id":"W2968028787","doi":"10.1111/eip.12863","title":"Alexithymia, resilience, somatic sensations and their relationships with suicide ideation in drug naïve patients with first‐episode major depression: An exploratory study in the “real world” everyday clinical practice","year":2019,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Suicidal ideation; Psychology; Clinical psychology; Psychiatry; Depression (economics); Suicide attempt; Poison control; Suicide prevention; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001401881,0.0002309878,0.0003378098,0.0004175029,0.0001089722,0.00006610864,0.0001461752,0.00007671669,0.00003144337],"category_scores_gemma":[0.0001295789,0.0001416099,0.00006240859,0.0006840793,0.00006753499,0.0008787186,0.00002643395,0.0004974557,0.00002183964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007501665,"about_ca_system_score_gemma":0.0000625117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297271,"about_ca_topic_score_gemma":0.1348543,"domain_scores_codex":[0.9970419,0.001013901,0.0008685153,0.0004669836,0.0003855762,0.0002230546],"domain_scores_gemma":[0.9983245,0.0005694588,0.0003859989,0.00055708,0.00008380479,0.00007912306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009144385,0.006360831,0.9816141,0.00008429059,0.00007886146,0.000008284237,0.01035825,0.00004203596,1.038844e-7,0.0001484044,0.00006451216,0.0003258976],"study_design_scores_gemma":[0.01010629,0.001354091,0.9529777,0.003037689,0.00006022766,0.000005877931,0.03092216,0.000301744,3.673241e-7,0.00106898,0.00001223996,0.0001526435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952261,0.0001519712,0.0001085067,0.0005832062,0.0003135212,0.002389492,0.000007025941,0.00003445275,0.001185722],"genre_scores_gemma":[0.9976195,0.00001278632,0.001656777,0.0001245481,0.00003220729,0.0002864322,0.00004970926,0.00002719515,0.0001909062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.133557,"threshold_uncertainty_score":0.8809323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933814588165902,"score_gpt":0.3201257101910109,"score_spread":0.3007875643093519,"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."}}