{"id":"W2317940126","doi":"10.1097/hrp.0000000000000036","title":"Changes in Alexithymia Following Psychological Intervention","year":2014,"lang":"en","type":"review","venue":"Harvard Review of Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Alexithymia; Psychological intervention; Psychology; Clinical psychology; Mental health; Intervention (counseling); Psychotherapist; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009986222,0.0005731933,0.001663421,0.001809095,0.0002050714,0.0008933052,0.0006619737,0.0006966323,0.002949055],"category_scores_gemma":[0.002680397,0.0001760518,0.00123567,0.001687596,0.0002853432,0.0004949145,0.0004758954,0.0007123784,0.0003828837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005783946,"about_ca_system_score_gemma":0.00115392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135749,"about_ca_topic_score_gemma":0.002852854,"domain_scores_codex":[0.9994435,0.0001799542,0.0001238698,0.00006902176,0.000156321,0.00002727793],"domain_scores_gemma":[0.9992447,0.0004961092,0.0001391968,0.00001351302,0.00008362196,0.00002279014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001643399,0.00008460332,0.0004675861,0.1342823,0.0008875775,0.0001096549,0.000108032,0.0001147814,0.0005858616,0.0006261076,0.005138145,0.8574311],"study_design_scores_gemma":[0.000568517,0.001410442,0.03499747,0.2920902,0.01336804,0.006135491,0.001088416,0.0004194571,0.002532925,0.003384626,0.6439118,0.00009269807],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003732739,0.9990563,0.00002886632,0.00009278789,0.00004285882,0.00001205227,0.0000160588,0.000002235099,0.0003756327],"genre_scores_gemma":[0.003079928,0.9965407,0.0001079468,0.00008683116,0.00003761315,0.00001600058,0.00002064095,7.505478e-7,0.0001095843],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002949055,"threshold_uncertainty_score":0.009865582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03465620034219695,"score_gpt":0.3809673437564309,"score_spread":0.3463111434142339,"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."}}