{"id":"W3122440249","doi":"10.1097/nmd.0000000000001295","title":"How Mindfulness and Acceptance Could Help Psychiatrists Predict Alexithymia Among Students","year":2021,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Mindfulness; Psychology; Toronto Alexithymia Scale; Clinical psychology; Stepwise regression; Acceptance and commitment therapy; Intervention (counseling); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006959959,0.0002616614,0.00021236,0.0005698696,0.0003327093,0.0006676781,0.0001613498,0.0003363996,0.002968694],"category_scores_gemma":[0.003885606,0.0001922187,0.0004916464,0.0003026804,0.0002651979,0.0003241304,0.0005036572,0.0006809306,0.0002268583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877824,"about_ca_system_score_gemma":0.0004938226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003497484,"about_ca_topic_score_gemma":0.006943227,"domain_scores_codex":[0.999666,0.0001238667,0.00003473487,0.00003777158,0.0000820116,0.00005569318],"domain_scores_gemma":[0.9986901,0.0005087092,0.000428087,0.00005324792,0.0001187062,0.0002011151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005345566,0.0001577117,0.9918448,0.00001455471,0.0000321832,0.00002243155,0.0002596471,0.00006140195,0.0003428132,0.00002625223,0.00006529998,0.007119399],"study_design_scores_gemma":[0.00000524877,0.0001117757,0.9983932,0.00001691727,0.00002269597,0.00006522505,0.0003772509,0.0007292355,0.0001492046,0.00006017644,0.00006633154,0.000002693906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993111,0.00005158046,0.0001215509,0.00006475954,0.000004099058,0.00001381588,0.0000256123,0.000003477956,0.0004040624],"genre_scores_gemma":[0.9996567,0.00004211379,0.0001325689,0.00000842778,0.00000311025,0.000007399116,0.00003659883,5.730431e-7,0.0001124958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003497484,"threshold_uncertainty_score":0.009931266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009805892572756636,"score_gpt":0.2726563765280968,"score_spread":0.2628504839553402,"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."}}