{"id":"W6979805544","doi":"","title":"Alexithymia in chronic gastrointestinal and hepatologic diseases","year":2021,"lang":"en","type":"article","venue":"IRIS Research product catalog (Sapienza University of Rome)","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Irritable bowel syndrome; Somatization; Anxiety; Toronto Alexithymia Scale; Distress; Population; Disease; Comorbidity; Personality","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":[0.0004658406,0.0001616944,0.0002144616,0.0007560077,0.0003804989,0.0004154928,0.0001099821,0.0002454965,0.001484041],"category_scores_gemma":[0.001746524,0.00007347515,0.0003002955,0.001110382,0.0004005719,0.0002711177,0.0006669193,0.0005011726,0.00008571058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004187502,"about_ca_system_score_gemma":0.0003839792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003080274,"about_ca_topic_score_gemma":0.0051238,"domain_scores_codex":[0.9995376,0.0001524982,0.00008189768,0.00004670293,0.0001055969,0.00007584163],"domain_scores_gemma":[0.9993715,0.0001329608,0.0003173065,0.00002173205,0.0000547628,0.0001017739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002417173,0.00006416725,0.9055034,0.0009167967,0.0001550413,0.002375271,0.001427625,0.0001277507,0.002372455,0.001217308,0.001484031,0.08411442],"study_design_scores_gemma":[0.000007804151,0.00006998188,0.9933372,0.0001433938,0.00002934963,0.003617472,0.0003237495,0.00007130474,0.00006345956,0.0002829084,0.002047218,0.000006244363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602358,0.02222227,0.0006298505,0.0009023116,0.0001001786,0.00009049754,0.0004163659,0.00001465987,0.01538802],"genre_scores_gemma":[0.9950361,0.003859822,0.0003202658,0.0001150225,0.00004590251,0.00001986139,0.0001848749,0.000001086166,0.0004170303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003080274,"threshold_uncertainty_score":0.006124675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04181904633026129,"score_gpt":0.3165769825736001,"score_spread":0.2747579362433388,"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."}}