{"id":"W2017949613","doi":"10.1002/ajh.21584","title":"A young woman with episodic angioedema, papilledema, and eosinophilia","year":2009,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Hyperviscosity syndrome; Thrombocytosis; Organomegaly; Eosinophilia; Angioedema; Surgery; Internal medicine; Gastroenterology; Polyneuropathy; Multiple myeloma","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":[0.0001785957,0.0001740921,0.000927767,0.0002267699,0.00006030195,0.00001326492,0.00009477951,0.00004886255,0.00005364474],"category_scores_gemma":[0.00005389741,0.0001169293,0.0001037303,0.0002442737,0.0004839846,0.00008317224,0.00001300284,0.000221867,0.000005777255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001990776,"about_ca_system_score_gemma":0.00009950841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001884966,"about_ca_topic_score_gemma":0.000007663593,"domain_scores_codex":[0.9988132,0.00005919402,0.0004340663,0.0001734358,0.000226682,0.0002933959],"domain_scores_gemma":[0.9989702,0.00006291751,0.0004161307,0.0001854298,0.0001203673,0.0002450205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002884693,0.001322626,0.8036317,0.0001518735,0.001010186,0.009569182,0.004257262,0.00000479443,0.002423312,0.01246704,0.007671744,0.1546056],"study_design_scores_gemma":[0.007568412,0.04008421,0.5930826,0.0007830078,0.0007643026,0.3404722,0.007170564,0.00005352544,0.0005577076,0.005208801,0.003611863,0.0006428236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821395,0.003090578,0.0002146275,0.01236185,0.00004956248,0.0001084188,6.863839e-7,0.0000157927,0.002019012],"genre_scores_gemma":[0.9944287,0.0003182708,0.002934133,0.002113554,0.00005132367,0.00000130926,9.865925e-7,0.00001499623,0.0001367094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.330903,"threshold_uncertainty_score":0.4768237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005367527602862001,"score_gpt":0.2431326408019876,"score_spread":0.2377651131991256,"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."}}