{"id":"W4249232147","doi":"10.1515/iupac.84.0999","title":"Pemphigus","year":2016,"lang":"id","type":"dataset","venue":"IUPAC Standards Online","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Pemphigus; Dermatology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001130503,0.001753701,0.002822298,0.0006822629,0.000409437,0.0001361463,0.001300115,0.001275977,0.06248035],"category_scores_gemma":[0.005180771,0.001349135,0.001011944,0.0005381401,0.001012277,0.00017895,0.0008388706,0.001463514,0.0003082597],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002329187,"about_ca_system_score_gemma":0.007501373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002147889,"about_ca_topic_score_gemma":0.0002060932,"domain_scores_codex":[0.990123,0.0003577155,0.001867236,0.0017804,0.003970016,0.001901644],"domain_scores_gemma":[0.9916034,0.0004878979,0.001076742,0.003891076,0.001802144,0.001138699],"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":[0.002335174,0.002212505,0.0003040542,0.001294739,0.001120349,0.002525941,0.00004950915,5.537216e-7,0.00006899508,0.00002728969,0.9814376,0.008623253],"study_design_scores_gemma":[0.007438809,0.001616676,0.001973061,0.006864327,0.002632537,0.0002938428,0.000152685,0.000006045649,0.00007210953,0.0001185785,0.9773741,0.001457167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008156109,0.02807382,0.0001410837,0.003416882,0.003429895,0.001472921,0.9616635,0.0003335706,0.0006527192],"genre_scores_gemma":[0.0008805536,0.009895738,0.00005165436,0.001434356,0.005266178,0.00006291876,0.9641212,0.0003321835,0.01795518],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06217209,"threshold_uncertainty_score":0.9995209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365499391779636,"score_gpt":0.3992844851777239,"score_spread":0.3856294912599276,"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."}}