{"id":"W7070807780","doi":"","title":"Psychosocial characterization, symptoms and illness perception in scleroderma patients: an international study","year":2011,"lang":"en","type":"dissertation","venue":"RepositóriUM (Universidade do Minho)","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disfigurement; Scleroderma (fungus); Psychosocial; Disease; Telangiectasia; Perception; Systemic scleroderma; Connective tissue disease","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":[0.0001196716,0.0003442382,0.0004878637,0.0006731809,0.0001728857,0.00009952871,0.0001904837,0.0004959711,0.0003107449],"category_scores_gemma":[0.00002883529,0.0003534274,0.0001211338,0.0003187432,0.00004233982,0.0005417329,0.00003338508,0.000316281,0.00002036823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002458624,"about_ca_system_score_gemma":0.0001027335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002925004,"about_ca_topic_score_gemma":0.00007194939,"domain_scores_codex":[0.9978991,0.0001328143,0.0005004386,0.0007309563,0.0005021215,0.0002345596],"domain_scores_gemma":[0.9985897,0.0000124951,0.0004133449,0.0003552018,0.0004194325,0.0002098489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002417421,0.005084345,0.8448293,0.0003228297,0.0007246033,0.0001602788,0.06619402,8.052267e-7,0.02572832,0.00009026781,0.0001150443,0.05433277],"study_design_scores_gemma":[0.003616147,0.000399422,0.9685287,0.001205688,0.0004624501,0.00002049406,0.0251709,0.00004189871,0.00004946673,0.000004125409,0.0001317188,0.0003690156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922249,0.0001133066,0.000003833951,0.0000353434,0.001470314,0.001199124,0.00004571423,0.00007105159,0.004836352],"genre_scores_gemma":[0.9899838,0.0003651596,0.00001302213,0.00005118209,0.0002567226,0.00003771372,0.005282336,0.0000631256,0.003946939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1236994,"threshold_uncertainty_score":0.9998918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009441340735086397,"score_gpt":0.2499788838729033,"score_spread":0.2405375431378169,"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."}}