{"id":"W2516329195","doi":"10.1097/prs.0000000000002711","title":"Discussion: What Heals Hidradenitis Suppurativa: Surgery, Immunosuppression, or Both?","year":2016,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Hidradenitis suppurativa; Immunosuppression; Family medicine; General surgery; Pathology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009801773,0.0005385931,0.0007256202,0.0005600295,0.003214529,0.001773175,0.0009140422,0.01518264,0.007709078],"category_scores_gemma":[0.005148413,0.0002709192,0.0006894748,0.0006886636,0.002788714,0.003399745,0.0007724259,0.01130753,0.002998506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005317776,"about_ca_system_score_gemma":0.002513807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009960587,"about_ca_topic_score_gemma":0.01355593,"domain_scores_codex":[0.999019,0.000300954,0.0001428293,0.0001413194,0.0002159859,0.0001798074],"domain_scores_gemma":[0.9983517,0.0007233421,0.0002645972,0.00006349165,0.0002867425,0.0003101694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002247444,0.0001044146,0.009722553,0.0005057679,0.0000456361,0.1772077,0.002223687,0.000374783,0.0008995103,0.01582231,0.7492809,0.04358799],"study_design_scores_gemma":[0.0002369338,0.000188762,0.006323205,0.002818353,0.00007054764,0.2915615,0.005335619,0.0009920649,0.000518456,0.0265648,0.665284,0.0001059052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005379844,0.008956165,0.0002479382,0.9558543,0.00829441,0.00003007356,0.00008458293,0.00002455956,0.02112797],"genre_scores_gemma":[0.1042909,0.02189013,0.0006987475,0.7776653,0.07655754,0.0000465827,0.0001003753,0.00003450631,0.01871612],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01518264,"threshold_uncertainty_score":0.03858334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03360837390836343,"score_gpt":0.2702235255480888,"score_spread":0.2366151516397253,"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."}}