{"id":"W2259503244","doi":"","title":"Prediction of Alexithymia Changes Based on Personality Components","year":2012,"lang":"en","type":"article","venue":"Medical Journal of Tabriz University of Medical Sciences and Health Services","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Neuroticism; Personality; Openness to experience; Extraversion and introversion; Big Five personality traits; Clinical psychology; Trait; Psychology; Social psychology","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":[0.0004300081,0.0003054992,0.0001704474,0.000782256,0.0001716286,0.0003172894,0.0001038278,0.0001501893,0.00164444],"category_scores_gemma":[0.00264344,0.000108242,0.0002767124,0.0002956348,0.000121616,0.0001365702,0.0002919092,0.0002968156,0.0001984103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00016043,"about_ca_system_score_gemma":0.0001622875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399613,"about_ca_topic_score_gemma":0.002291206,"domain_scores_codex":[0.99977,0.00008113781,0.00002863372,0.0000286234,0.00006293802,0.00002874524],"domain_scores_gemma":[0.99899,0.0003103458,0.0003702106,0.0000403399,0.0001179487,0.0001711201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005136262,0.00002585952,0.9963583,0.000004453854,0.00001791616,0.00003160517,0.00002608699,0.00009084056,0.0001911823,0.000008139467,0.00003656096,0.003157592],"study_design_scores_gemma":[0.000003499036,0.0000882637,0.9986073,0.000005260672,0.00001070115,0.0001534266,0.00005075852,0.0009247487,0.00008681355,0.00002183359,0.0000457872,0.000001513006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992292,0.00007082764,0.0001591195,0.00002129267,0.000003226612,0.000009727054,0.00006068577,0.000004429307,0.0004416055],"genre_scores_gemma":[0.9995974,0.00003321465,0.0001576613,0.000003144468,0.000002380317,0.000003005558,0.00009088685,5.083225e-7,0.0001117239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00164444,"threshold_uncertainty_score":0.005501151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07300551258156796,"score_gpt":0.3225540719160587,"score_spread":0.2495485593344908,"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."}}