{"id":"W2155452415","doi":"10.1503/cmaj.1031826","title":"Multiple myeloma in a patient with fever of unknown origin and cholestasis","year":2004,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cholestasis; Multiple myeloma; Fever of unknown origin; Medicine; Computer science; Intensive care medicine; Bioinformatics; Immunology; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002678495,0.00006890392,0.0002172905,0.0001178839,0.000044649,0.00001194853,0.00003632168,0.0001777331,0.000272816],"category_scores_gemma":[0.002472607,0.00004929145,0.00002809939,0.0001858918,0.00004433833,0.00003815494,0.000005705961,0.0003829819,0.000006794597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003605424,"about_ca_system_score_gemma":0.001437049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002683337,"about_ca_topic_score_gemma":0.04795601,"domain_scores_codex":[0.9988335,0.00003268562,0.0002710738,0.00008615334,0.000539678,0.0002369199],"domain_scores_gemma":[0.9986688,0.0001371621,0.00009806868,0.00004396394,0.0001539538,0.0008980148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000362222,0.0001550042,0.9652376,0.00002295016,0.00004348462,0.002481173,0.0005273074,0.00001947844,0.000006041495,0.0007828368,0.002274037,0.02841392],"study_design_scores_gemma":[0.008103461,0.0006062592,0.9276788,0.0006852206,0.00004314593,0.00161022,0.0009576455,0.0001074361,0.00008877042,0.0006611801,0.05928168,0.0001761801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835221,0.0001773189,0.00005906481,0.01524549,0.00004877742,0.00009939752,0.000007793833,0.000003881132,0.0008362256],"genre_scores_gemma":[0.9956165,0.0001329898,0.0004571864,0.003712969,0.00005169991,0.000003001594,0.000003571625,0.000005775612,0.00001630648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05700765,"threshold_uncertainty_score":0.9694163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007535353067594367,"score_gpt":0.2285530148972629,"score_spread":0.2210176618296685,"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."}}