{"id":"W7074074812","doi":"","title":"Psychophysical distress and alexithymic traits in chronic fatigue syndrome with and without comorbid depression","year":2011,"lang":"en","type":"article","venue":"Cineca Institutional Research Information System (Tor Vergata University)","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Distress; Chronic fatigue syndrome; Anxiety; Alexithymia","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":[],"consensus_categories":[],"category_scores_codex":[0.000284038,0.0001216937,0.0001803161,0.000361919,0.0003364055,0.00008113934,0.0002069709,0.00007003489,0.0001004447],"category_scores_gemma":[0.00001521635,0.0000985619,0.0000143378,0.0003953388,0.0003252868,0.001784287,0.00005102717,0.0001625017,0.00005856457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005887589,"about_ca_system_score_gemma":0.0002087946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861858,"about_ca_topic_score_gemma":0.0004939345,"domain_scores_codex":[0.9988269,0.0001083308,0.0001791167,0.0001956821,0.0004282877,0.0002617252],"domain_scores_gemma":[0.9994576,0.00003915724,0.00007168987,0.0001333854,0.0001144344,0.0001837304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004837101,0.0001914305,0.6948989,0.004818238,0.0002897151,0.0009865524,0.006531368,0.006205324,0.001241973,0.2580599,0.0004872073,0.02145229],"study_design_scores_gemma":[0.001841063,0.0002703938,0.9880427,0.0004831023,0.00001207538,0.0001298229,0.0006077448,0.003976423,0.0001246871,0.00005527719,0.004245013,0.0002117016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837731,0.0000414543,0.0003553537,0.0000186012,0.00007759194,0.0003274551,0.0002639268,0.00002863572,0.01511386],"genre_scores_gemma":[0.9995898,0.00002774403,0.0001405353,0.000005247548,0.00003096051,0.000001469142,0.0001522401,0.000001992749,0.0000499989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2931438,"threshold_uncertainty_score":0.4019238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167220829098326,"score_gpt":0.2491724340652623,"score_spread":0.1975002257742791,"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."}}