{"id":"W2091326094","doi":"10.1186/1751-0759-1-7","title":"Age and gender effect on alexithymia in large, Japanese community and clinical samples: a cross-validation study of the Toronto Alexithymia Scale (TAS-20)","year":2007,"lang":"en","type":"article","venue":"BioPsychoSocial Medicine","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Alexithymia; Psychology; Toronto Alexithymia Scale; Confirmatory factor analysis; Exploratory factor analysis; Construct validity; Normative; Clinical psychology; Psychometrics; Structural equation modeling; Statistics","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":[0.003188101,0.0005712904,0.0005670683,0.0007904164,0.001197876,0.0006542777,0.000477134,0.0006196399,0.001038537],"category_scores_gemma":[0.005921128,0.0004062825,0.0007323879,0.0006461784,0.0008748886,0.0006549394,0.0009496206,0.00045617,0.0003453894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004173528,"about_ca_system_score_gemma":0.0005651542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01088037,"about_ca_topic_score_gemma":0.01848871,"domain_scores_codex":[0.9985253,0.0004551385,0.0001633279,0.0003969738,0.0003404632,0.0001188101],"domain_scores_gemma":[0.9968212,0.0006140881,0.0007527429,0.0004319241,0.0009773212,0.0004026753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002094629,0.0001989313,0.9919782,0.00002352189,0.0001510297,0.0001382924,0.003114487,0.00002804138,0.0009227308,0.00002175135,0.000154022,0.003059566],"study_design_scores_gemma":[0.000016125,0.0001196617,0.9986975,0.000005781822,0.00005322942,0.0001427983,0.0006287689,0.000088263,0.00006603888,0.00001035752,0.000166836,0.000004862573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995946,0.00007333429,0.00009718578,0.000009690512,0.000009723227,0.00002220125,0.00004747795,0.000001454275,0.0001442548],"genre_scores_gemma":[0.9991491,0.00008481494,0.0002666191,0.00003670315,0.00001334265,0.00005201998,0.0002511999,0.000006443658,0.0001398591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01088037,"threshold_uncertainty_score":0.0216341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05326646671707973,"score_gpt":0.4010229973010356,"score_spread":0.3477565305839558,"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."}}