{"id":"W53031103","doi":"10.1080/08870446.2011.617186","title":"Psychological adaptation to a rare, disfiguring disease: European study with patients suffering scleroderma","year":2011,"lang":"en","type":"article","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":"Scleroderma (fungus); Quality of life (healthcare); Medicine; Disease; Depression (economics); Human physical appearance; Thickening; Dermatology; Clinical psychology; Psychology; Pathology; Developmental 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001298235,0.0002605295,0.0003035807,0.0002513053,0.000203732,0.00005189103,0.0001844038,0.00005963293,0.000136374],"category_scores_gemma":[0.00004443669,0.0002050799,0.000121574,0.0004599745,0.00004777078,0.0001969249,0.0001055805,0.0001677018,0.0001139488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111122,"about_ca_system_score_gemma":0.00002938886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000886745,"about_ca_topic_score_gemma":0.000004497124,"domain_scores_codex":[0.9980705,0.0001704052,0.0002965859,0.0006515991,0.0004709169,0.0003400279],"domain_scores_gemma":[0.9984314,0.00002088855,0.0001413748,0.0005667045,0.0001784543,0.0006612019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006472897,0.006537975,0.939389,0.0001636896,0.0006016819,0.003833639,0.02689807,0.0001307831,0.003014285,0.00008201462,0.0007011245,0.01217483],"study_design_scores_gemma":[0.003297852,0.001536003,0.9868401,0.0009009918,0.0004460785,0.00004801041,0.006420318,0.00006927123,0.0001039054,0.000001646667,0.00005497022,0.0002807972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855163,0.0001993619,0.0003109401,0.00006645614,0.0001373615,0.00115834,0.000009209187,0.0001721615,0.01242993],"genre_scores_gemma":[0.9986926,0.00001462995,0.0003762016,0.0001202861,0.00007148924,0.0000180617,0.0000287495,0.00005184813,0.0006261166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04745115,"threshold_uncertainty_score":0.8362916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03760794923377395,"score_gpt":0.2375481499735997,"score_spread":0.1999402007398258,"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."}}