{"id":"W3184928299","doi":"10.1056/nejmicm2034755","title":"An Icteric Tongue","year":2021,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Tongue; Sore throat; Jaundice; Gastroenterology; Pediatrics; Throat; Anemia; Surgery; Internal medicine; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003991207,0.0000962771,0.0003971323,0.00009738759,0.00003025002,0.000006487188,0.00006233319,0.00005361484,0.001072191],"category_scores_gemma":[0.000123592,0.00005914359,0.00006727353,0.0001894504,0.00003950458,0.00008443759,0.000006189599,0.000307844,0.000004075713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000154796,"about_ca_system_score_gemma":0.0002103221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004300648,"about_ca_topic_score_gemma":0.0000298487,"domain_scores_codex":[0.9989632,0.00005787101,0.0003697066,0.0001006891,0.0003758218,0.0001327045],"domain_scores_gemma":[0.9989623,0.00005548176,0.0001064285,0.0001747197,0.0002690009,0.000432022],"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":[0.001219244,0.0004599497,0.02708622,0.00009129824,0.0002162993,0.007427214,0.002510612,0.000008754024,0.2842067,0.0004391242,0.00854617,0.6677884],"study_design_scores_gemma":[0.2075861,0.01242504,0.2275293,0.001909462,0.001562487,0.05861166,0.001064147,0.0001109932,0.02359579,0.00172171,0.4635974,0.0002859443],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718959,0.003178121,0.001846291,0.01890072,0.0008820929,0.00005057861,7.660972e-7,0.0000123093,0.003233217],"genre_scores_gemma":[0.9886101,0.0008310545,0.001392973,0.001665807,0.006900192,1.77408e-7,0.000009809643,0.00001332694,0.0005765301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6675024,"threshold_uncertainty_score":0.999841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558721622958155,"score_gpt":0.2865768370119268,"score_spread":0.2709896207823453,"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."}}