{"id":"W4391723580","doi":"10.12775/jehs.2023.58.005","title":"Paraneoplastic pemphigus and reported, identified underlying diseases","year":2024,"lang":"en","type":"article","venue":"Journal of Education Health and Sport","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Pemphigus; Paraneoplastic pemphigus; Dermatology; Medicine; Immunology; Autoantibody; Antibody","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":[],"consensus_categories":[],"category_scores_codex":[0.0002361194,0.00008478016,0.0002681801,0.0002156793,0.00008678487,0.00005301119,0.00002365301,0.00002918346,0.00005462967],"category_scores_gemma":[0.0002111906,0.00006784333,0.0000574517,0.0001202207,0.00004366365,0.0001238357,0.000007958424,0.0001405239,0.000002912868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007597212,"about_ca_system_score_gemma":0.004072011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004490426,"about_ca_topic_score_gemma":0.000002065434,"domain_scores_codex":[0.9989427,0.00001240499,0.0005715056,0.0001294689,0.0002105804,0.0001333907],"domain_scores_gemma":[0.9989252,0.00006409585,0.0002686361,0.0001024295,0.0001202856,0.0005193367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006268245,0.0007294484,0.8266765,0.004652609,0.000227385,0.0008705618,0.002196463,0.00000402045,0.00006268798,0.001172271,0.03672186,0.1260593],"study_design_scores_gemma":[0.0003836052,0.0003329587,0.963855,0.001400824,0.0002493908,0.007124261,0.001999052,0.00004915533,0.000002713253,0.000807953,0.02371588,0.00007922602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8976366,0.09680121,0.00006268777,0.004157258,0.001053736,0.0001512719,0.000002060749,0.00002000287,0.0001152011],"genre_scores_gemma":[0.9940754,0.003624197,0.0001504598,0.0008087055,0.000260335,0.000003878778,0.0000171262,0.0000126988,0.001047255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371784,"threshold_uncertainty_score":0.7223574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373486731872876,"score_gpt":0.3798934763337514,"score_spread":0.3425448031464638,"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."}}