{"id":"W3134902852","doi":"10.1016/j.jaad.2021.02.066","title":"Clinical and psychosocial factors affecting work productivity among patients with hidradenitis suppurativa: A cluster analytical investigation","year":2021,"lang":"en","type":"letter","venue":"Journal of the American Academy of Dermatology","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Hidradenitis suppurativa; Medicine; Presenteeism; Psychosocial; Absenteeism; Dermatology Life Quality Index; Quality of life (healthcare); Comorbidity; Depression (economics); Sick leave; Physical therapy; Gerontology; Psychiatry; Disease; Internal medicine","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":[0.001152825,0.0003258046,0.0006222009,0.001233649,0.001384326,0.0007143952,0.0004505857,0.0006978369,0.001276295],"category_scores_gemma":[0.003803815,0.0002886499,0.0006622993,0.00194996,0.0004441388,0.0004568186,0.0005626614,0.0007514044,0.0001979311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005832429,"about_ca_system_score_gemma":0.0007991959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006091805,"about_ca_topic_score_gemma":0.005448823,"domain_scores_codex":[0.9986973,0.0005179964,0.0002049451,0.0001270368,0.0001999316,0.0002528774],"domain_scores_gemma":[0.9971565,0.001264992,0.0005144057,0.0001363468,0.0004496437,0.0004781726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001443825,0.0001609897,0.997332,0.00000874958,0.00004681297,0.0006683033,0.000358659,0.0000236787,0.0001474121,0.00001325049,0.0001758292,0.0009199727],"study_design_scores_gemma":[0.00001889413,0.0002902999,0.9956038,0.000006170437,0.0000300042,0.001355564,0.002215363,0.0002230664,0.00003655429,0.00002343476,0.0001902557,0.000006565403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992099,0.0000650806,0.00003912237,0.0002410622,0.00001520316,0.00001806837,0.0001153995,0.000001188644,0.0002949603],"genre_scores_gemma":[0.9993991,0.00005247561,0.0001002852,0.0001393442,0.00003943295,0.00002423204,0.0000992951,9.422496e-7,0.0001450297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006091805,"threshold_uncertainty_score":0.01211268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670381687739254,"score_gpt":0.3175232236236825,"score_spread":0.2908194067462899,"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."}}