{"id":"W2036513731","doi":"10.1007/s40257-014-0092-6","title":"Neutrophilic Dermatoses: An Update","year":2014,"lang":"en","type":"review","venue":"American Journal of Clinical Dermatology","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Women's College Hospital; University of Toronto","funders":"","keywords":"Pyoderma gangrenosum; Medicine; Neutrophilic dermatosis; Dermatology; Sweet Syndrome; Vasculitis; Rheumatoid arthritis; Histopathology; Pathology; Immunology; Disease","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001083217,0.0005898917,0.01097776,0.0004878989,0.00007027284,0.00002551853,0.0007561416,0.0005619978,0.0001553638],"category_scores_gemma":[0.0009200601,0.000414359,0.002711067,0.0004238711,0.00139256,0.0001914187,0.0001069943,0.002328265,0.0004240889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003696344,"about_ca_system_score_gemma":0.001728957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003953003,"about_ca_topic_score_gemma":0.000001070451,"domain_scores_codex":[0.9902538,0.00210806,0.006276953,0.0004331084,0.0003889387,0.0005391273],"domain_scores_gemma":[0.9905383,0.00108259,0.006396919,0.0009295398,0.0003344904,0.000718172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001197192,0.0002737454,0.0004233003,0.002491788,0.0007821703,0.001121226,0.00001814713,4.203525e-7,5.683188e-8,0.0002308862,0.002852191,0.9916863],"study_design_scores_gemma":[0.001114409,0.001556453,0.0002083788,0.003297247,0.002679021,0.03236629,0.00006664578,0.00001181911,2.114812e-7,0.00006033486,0.9583023,0.0003368969],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00226481,0.9943474,0.0002046707,0.001224219,0.0009443248,0.0003339977,0.000005156445,0.00004644594,0.0006290036],"genre_scores_gemma":[0.001633421,0.9924952,0.0008648318,0.004092372,0.0007165229,0.0000089405,0.00004152766,0.000114754,0.00003236537],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9913495,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06273859119424635,"score_gpt":0.4598545913332222,"score_spread":0.3971160001389759,"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."}}