{"id":"W2936956063","doi":"10.1590/2237-6089-2017-0144","title":"The role of long-term psychodynamic psychotherapy in improving attachment patterns, defense styles, and alexithymia in patients with depressive/anxiety disorders","year":2019,"lang":"en","type":"article","venue":"Trends in Psychiatry and Psychotherapy","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Anxiety; Psychotherapist; Psychodynamics; Psychology; Psychodynamic psychotherapy; Clinical psychology; Psychiatry","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":[0.0005222861,0.0005464501,0.0006144634,0.0005778432,0.00009859728,0.00005139048,0.000426237,0.0003354825,0.000360108],"category_scores_gemma":[7.818638e-7,0.0004243951,0.0001132412,0.0006819715,0.0002650314,0.0001612756,0.000009927448,0.0006146068,0.000005418397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002860239,"about_ca_system_score_gemma":0.00002874028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004488057,"about_ca_topic_score_gemma":0.02350041,"domain_scores_codex":[0.9965413,0.0004310774,0.0008221122,0.001122054,0.0002909504,0.0007925348],"domain_scores_gemma":[0.9984715,0.0001167803,0.0003775588,0.0008935757,0.00002337352,0.0001171881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004135212,0.001251609,0.7377723,0.0000439611,0.00007481073,0.000001453335,0.002288912,0.000005383629,0.00001713606,0.002725837,0.000045243,0.2516382],"study_design_scores_gemma":[0.01657188,0.0009230878,0.9752384,0.0002443092,0.00001186539,0.000007746581,0.0007630116,0.00003168749,7.435074e-7,0.005125607,0.0005848238,0.0004968622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776437,0.01661977,0.0001057263,0.0007379137,0.00102765,0.0008069044,0.00006179482,0.00002717129,0.002969396],"genre_scores_gemma":[0.9878889,0.01088356,0.0001674932,0.0004847214,0.00005083271,0.0001657059,0.00004320236,0.00008218653,0.0002333878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2511413,"threshold_uncertainty_score":0.9998208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004570327197584032,"score_gpt":0.2707971964889669,"score_spread":0.2662268692913829,"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."}}