{"id":"W3214639596","doi":"10.31718/2077-1096.21.3.47","title":"DEPENDENCE OF ALEXITHYMIA INTENSITY ON COMPONENTS OF PSYCHOSOCIAL ADAPTATION IN MEN WITH PSYCHOTROPIC SUBSTANCE USE DISORDERS","year":2021,"lang":"en","type":"article","venue":"Актуальні проблеми сучасної медицини Вісник Української медичної стоматологічної академії","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Psychosocial; Psychology; Toronto Alexithymia Scale; Clinical psychology; Stepwise regression; Feeling; Psychiatry; Medicine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000343819,0.0009208007,0.001890466,0.0006635805,0.0001565345,0.00005447816,0.0004966095,0.0004340718,0.000246337],"category_scores_gemma":[0.0002081617,0.0008250299,0.0004951195,0.001830107,0.0005626649,0.0005328637,0.00008308139,0.0007036766,0.000061626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003257665,"about_ca_system_score_gemma":0.0005431499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001557729,"about_ca_topic_score_gemma":0.003277818,"domain_scores_codex":[0.9940754,0.0002784688,0.00157795,0.001388699,0.001634755,0.001044682],"domain_scores_gemma":[0.9960141,0.0003275636,0.0009581872,0.001624282,0.0006632458,0.0004126213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01382439,0.01265968,0.9295127,0.001305854,0.001816819,0.0005987356,0.00695531,0.0006662436,0.01560146,0.00680671,0.002666503,0.007585636],"study_design_scores_gemma":[0.01886743,0.002440629,0.9494975,0.006372401,0.0004209708,0.0001672172,0.002784948,0.002113927,0.009040709,0.006001928,0.001138484,0.001153868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785317,0.0006472099,0.001006269,0.001209826,0.0005258861,0.001543595,0.000133672,0.000124119,0.01627775],"genre_scores_gemma":[0.9908674,0.001124418,0.005618945,0.0003791251,0.00008986189,0.0001129477,0.0003248942,0.0001534848,0.001328929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01998484,"threshold_uncertainty_score":0.99942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240041606170697,"score_gpt":0.2740815439591187,"score_spread":0.2416811278974118,"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."}}