{"id":"W2736365412","doi":"10.1177/1203475417722734","title":"Distinguishing Epidermolysis Bullosa Acquisita From Bullous Pemphigoid Without Direct Immunofluorescence","year":2017,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Epidermolysis bullosa acquisita; Medicine; Bullous pemphigoid; Dermatology; Direct fluorescent antibody; Epidermolysis bullosa; Pemphigoid; Cicatricial pemphigoid; Pathology; Antibody; Immunology","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":[0.002790976,0.0007730471,0.0004665417,0.003055749,0.0003917498,0.0007772357,0.0007386577,0.001095491,0.00128173],"category_scores_gemma":[0.01023704,0.000556446,0.0003798974,0.0007189038,0.001486191,0.001032436,0.0007037069,0.0005925673,0.0005524458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003858958,"about_ca_system_score_gemma":0.000462761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593716,"about_ca_topic_score_gemma":0.001682451,"domain_scores_codex":[0.9984319,0.0003303378,0.0003145106,0.0002879914,0.0004078691,0.0002274058],"domain_scores_gemma":[0.9936816,0.003333768,0.00116819,0.0006192393,0.0008128624,0.0003843438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003860845,0.0001083352,0.8750791,0.0004365962,0.0001299622,0.07619633,0.0006504464,0.000218697,0.03043128,0.000194891,0.0003226831,0.01584559],"study_design_scores_gemma":[0.00005383617,0.0003918946,0.4894924,0.0001550354,0.0002082945,0.4935963,0.0007677572,0.00105599,0.01243925,0.0002894137,0.001529297,0.00002046419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938707,0.002811898,0.001314114,0.00005773994,0.00003171667,0.00004823501,0.00005005122,0.00003030411,0.001785175],"genre_scores_gemma":[0.9977555,0.0007419335,0.001167934,0.0000564508,0.00004527613,0.00001084387,0.00008215134,0.000004637022,0.000135253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003055749,"threshold_uncertainty_score":0.01476026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02814107660083299,"score_gpt":0.2909022433919248,"score_spread":0.2627611667910918,"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."}}