{"id":"W4295956793","doi":"10.1016/j.jdin.2022.08.024","title":"Patient perspectives on diagnosis and management of hidradenitis suppurativa: A web-based survey","year":2022,"lang":"en","type":"article","venue":"JAAD International","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novartis Pharmaceuticals Corporation","keywords":"Hidradenitis suppurativa; Medicine; Dermatology; General surgery; Pathology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003690612,0.0001809692,0.0007165741,0.001881485,0.0004312805,0.001428444,0.0004997172,0.001373191,0.004525707],"category_scores_gemma":[0.04059059,0.0002549965,0.000576161,0.003546965,0.0002986977,0.002205661,0.0009358043,0.001417658,0.0007993649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005384148,"about_ca_system_score_gemma":0.0006770629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003824006,"about_ca_topic_score_gemma":0.004128516,"domain_scores_codex":[0.9962275,0.001468364,0.0008564886,0.0002487299,0.000920963,0.0002779289],"domain_scores_gemma":[0.9599766,0.02023712,0.01163192,0.0004655856,0.005159444,0.002529388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002835498,0.0002944675,0.860337,0.002006446,0.0003309363,0.0004680665,0.002676279,0.0000923262,0.00009226088,0.0001452092,0.08401477,0.04925866],"study_design_scores_gemma":[0.00008331548,0.0003307899,0.9647685,0.003132171,0.0001953214,0.001288113,0.004593958,0.0003452088,0.00007308167,0.0001281871,0.02497484,0.00008652004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8110429,0.03820937,0.0003798197,0.106068,0.0021141,0.0001549585,0.0316589,0.00009736505,0.01027459],"genre_scores_gemma":[0.9551463,0.01949268,0.0005399739,0.01541794,0.002046053,0.0001886445,0.006100964,0.00003819868,0.001029229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004525707,"threshold_uncertainty_score":0.01951808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229083107053706,"score_gpt":0.2866172881032059,"score_spread":0.2643264570326688,"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."}}