{"id":"W7111912791","doi":"","title":"Psychopathology,illness representation and patterns of healthcare utilization in functional neurologic disorders: significant factors for consultation-liaison psychiatry and psychiatric rehabilitation","year":2023,"lang":"en","type":"dissertation","venue":"Institutional Research Information System University of Ferrara (University of Ferrara)","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychopathology; Alexithymia; Toronto Alexithymia Scale; Perception; Rehabilitation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006171708,0.0002203673,0.0005787249,0.001919356,0.0004430673,0.00001402711,0.0001642343,0.0003852551,0.00001752084],"category_scores_gemma":[0.0003137251,0.0002608594,0.0001566629,0.0009292376,0.0003804971,0.0007663463,0.00003987881,0.0002735944,0.000003946607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00018755,"about_ca_system_score_gemma":0.0006673327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002336151,"about_ca_topic_score_gemma":0.001648507,"domain_scores_codex":[0.9978323,0.0002379049,0.0005562132,0.0003856011,0.0007517508,0.0002362039],"domain_scores_gemma":[0.997327,0.0004701485,0.000752971,0.0002484588,0.001075967,0.0001254048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02026526,0.001446472,0.7882417,0.0411723,0.0006004244,0.00001500689,0.06372815,0.0008802764,0.0001419815,0.06887505,0.0007993477,0.01383401],"study_design_scores_gemma":[0.005054571,0.0008833361,0.7917429,0.001353814,0.00009923209,0.000006924751,0.1976508,0.001913754,0.000005771643,0.0009361921,0.0001865991,0.000166091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913703,0.0001530948,0.003399449,0.0009616465,0.000519697,0.002195739,0.0005748501,0.00004162237,0.0007835979],"genre_scores_gemma":[0.9950572,0.0005439734,0.0007454109,0.00000578615,0.0000123285,0.000004593816,0.003390503,0.00001150758,0.0002286985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1339227,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07931104839153172,"score_gpt":0.3344762299545457,"score_spread":0.2551651815630139,"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."}}