{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007702679,0.0002859424,0.0003831672,0.001034394,0.0007367715,0.0007251584,0.0002568281,0.0005026478,0.002177069],"category_scores_gemma":[0.001037122,0.0002479306,0.0005856365,0.001186254,0.0004779318,0.0007124341,0.0007529358,0.0006575625,0.0002863273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003292293,"about_ca_system_score_gemma":0.0002388555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002242759,"about_ca_topic_score_gemma":0.002379938,"domain_scores_codex":[0.999559,0.00013715,0.00006292402,0.00006614927,0.00009744068,0.00007730358],"domain_scores_gemma":[0.9994082,0.00008923624,0.0002316781,0.00002446809,0.00006281722,0.0001835885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001167254,0.0002617887,0.99563,0.00003311294,0.00004116753,0.0001161532,0.001573105,0.00001532049,0.0001182723,0.00002467498,0.0001110472,0.001958557],"study_design_scores_gemma":[0.00001368507,0.0003647292,0.9950272,0.00002182918,0.00002207348,0.0003599804,0.003864935,0.00004493689,0.00002306219,0.00001523983,0.0002364157,0.000005963771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992965,0.0001744573,0.000022053,0.00003487768,0.000004214515,0.00001988194,0.0001123848,5.713973e-7,0.0003349294],"genre_scores_gemma":[0.9994034,0.0001900637,0.00004959706,0.00004219835,0.000007869826,0.00003051611,0.0001590803,5.686894e-7,0.0001167846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002242759,"threshold_uncertainty_score":0.007282972,"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."}}