{"id":"W3215381034","doi":"10.1016/s0140-6736(21)02139-5","title":"Fever, abdominal pain, serositis, arthralgia, hearing loss, proteinuria, and a family history: Muckle Wells syndrome","year":2021,"lang":"en","type":"article","venue":"The Lancet","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé","keywords":"Serositis; Medicine; Abdominal pain; Proteinuria; Back pain; Internal medicine; Arthritis; Alternative medicine; Pathology; Kidney","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000548177,0.0001656582,0.0005563644,0.00003079604,0.0001023764,0.00003567112,0.0001194343,0.00007852435,0.0003224988],"category_scores_gemma":[0.00008813037,0.0001245839,0.00007414015,0.0001022598,0.0001610293,0.00006772242,0.00008023246,0.0002695734,0.00005825362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008384679,"about_ca_system_score_gemma":0.0001396317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002067403,"about_ca_topic_score_gemma":0.00003100908,"domain_scores_codex":[0.9987776,0.0001404504,0.0001932575,0.0002963602,0.0002375514,0.000354821],"domain_scores_gemma":[0.9991686,0.00006616325,0.00005778895,0.000543558,0.00005581857,0.000108051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001192683,0.001060557,0.1420247,0.002741607,0.000904638,0.0121309,0.006513154,0.00001119058,0.04817118,0.005131995,0.7183028,0.06181455],"study_design_scores_gemma":[0.006215148,0.0005392989,0.4949238,0.001047075,0.0001795609,0.005340263,0.0008310255,0.0002954245,0.0004744167,0.002180838,0.4874627,0.000510425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593071,0.0229099,0.00007497591,0.01311586,0.0001981464,0.0003927751,0.00001117045,0.00007758632,0.003912486],"genre_scores_gemma":[0.9809182,0.001001162,0.001151693,0.006289085,0.0002766933,0.00004043264,0.00002082383,0.00003376797,0.01026809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3528991,"threshold_uncertainty_score":0.5080382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052172997588747,"score_gpt":0.2423614997597707,"score_spread":0.2118397697838832,"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."}}