{"id":"W1953606094","doi":"10.1016/j.jaad.2015.07.054","title":"The psychosocial impact of hidradenitis suppurativa","year":2015,"lang":"en","type":"review","venue":"Journal of the American Academy of Dermatology","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"Probity Medical Research; SKiN Health","funders":"","keywords":"Hidradenitis suppurativa; Medicine; Psychosocial; Quality of life (healthcare); Psychological intervention; Disease; Adverse effect; Psychiatry; Pathology; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003093146,0.0004531016,0.004499881,0.0002903324,0.0001122842,0.00001169567,0.0009469339,0.0003131932,0.00003421075],"category_scores_gemma":[0.0003422796,0.0001970837,0.002532466,0.0007277954,0.001696948,0.0001023197,0.0001203533,0.001461023,0.0000143637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002817376,"about_ca_system_score_gemma":0.001510748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002650239,"about_ca_topic_score_gemma":0.000001015205,"domain_scores_codex":[0.9955854,0.0011107,0.002025774,0.0001774117,0.0007006488,0.0004001122],"domain_scores_gemma":[0.9914092,0.0007712089,0.007041039,0.000310126,0.000226155,0.0002422495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0007147939,0.0005256139,0.003973669,0.002493898,0.00889699,0.006930042,0.0005787495,9.285296e-8,0.00003486645,0.0002320278,0.05597762,0.9196416],"study_design_scores_gemma":[0.0008752129,0.0005693409,0.0003880785,0.00264627,0.002682057,0.5886873,0.0001004417,5.781183e-7,0.00002184354,0.0002879065,0.4036027,0.0001382565],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001301475,0.9674353,0.000003050228,0.0297927,0.0003047827,0.0006006369,0.0001108715,0.000006473002,0.0004447015],"genre_scores_gemma":[0.1250149,0.8743848,0.0001134519,0.00001231754,0.0002689449,0.00000829596,0.000004855242,0.00004904184,0.0001434879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9195034,"threshold_uncertainty_score":0.8036841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05794548246555467,"score_gpt":0.4486697947741807,"score_spread":0.390724312308626,"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."}}