{"id":"W4210875853","doi":"10.2196/preprints.33391","title":"Common Dermatologic Disorders in Down Syndrome: Systematic Review (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; SickKids Foundation; Hospital for Sick Children; University of Guelph; McMaster University","funders":"","keywords":"Medicine; Hidradenitis suppurativa; Alopecia areata; Dermatology; Psoriasis; Acanthosis nigricans; Observational study; Atopic dermatitis; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003555464,0.001121265,0.005883564,0.0098168,0.0004493435,0.00170318,0.001325071,0.001230263,0.006857531],"category_scores_gemma":[0.01887732,0.0008022059,0.005228834,0.01299827,0.0005141461,0.001804197,0.001340047,0.0008074708,0.0004250158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002788019,"about_ca_system_score_gemma":0.007662266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007608,"about_ca_topic_score_gemma":0.02693267,"domain_scores_codex":[0.9954084,0.001030124,0.002218008,0.0004044693,0.0007457052,0.0001933023],"domain_scores_gemma":[0.9861493,0.008124731,0.003922742,0.0002205271,0.001353363,0.0002292892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001287563,0.000008379857,0.002395925,0.9717187,0.006310809,0.0001380838,0.0001401989,0.00004887002,0.0001181816,0.0001076727,0.003021377,0.0158631],"study_design_scores_gemma":[0.0003915921,0.0001600976,0.02218659,0.8935763,0.05824672,0.001003983,0.0004095307,0.00008860372,0.0001596666,0.000222221,0.02351259,0.00004217036],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002699702,0.9927892,0.0001227666,0.0003637381,0.000177054,0.0003604056,0.003115698,0.0000137834,0.0003576431],"genre_scores_gemma":[0.02353004,0.9722384,0.0006090744,0.0008820262,0.0001324767,0.0008482556,0.001509401,0.000009087472,0.0002411771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01007608,"threshold_uncertainty_score":0.02294075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094168398657109,"score_gpt":0.2697996392775037,"score_spread":0.2588579552909326,"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."}}