{"id":"W4411436557","doi":"10.23785/praxis.2025.06.009","title":"[Fever of unknown origin: A diagnostic challenge].","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Fever of unknown origin; Intensive care medicine; Diagnostic test; Medicine; Pediatrics; Surgery","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":[0.0001099114,0.00009160618,0.0002973086,0.00008036974,0.00002051808,0.000004724248,0.00006940975,0.00009190429,0.00007897689],"category_scores_gemma":[0.004366588,0.00006888963,0.00007902414,0.0002370182,0.00007625635,0.00002093912,0.00004118273,0.000100006,0.00001931255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002002475,"about_ca_system_score_gemma":0.00004643985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001396243,"about_ca_topic_score_gemma":0.000007904366,"domain_scores_codex":[0.9992214,0.00001777391,0.0002188245,0.0001601878,0.0001290325,0.0002527309],"domain_scores_gemma":[0.9987599,0.0008105822,0.0000365406,0.0002076674,0.00007492205,0.000110339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002017985,0.002458925,0.3112741,0.00124775,0.0002821835,0.0002274968,0.0001186462,0.000007307809,0.0000103681,0.3280429,0.04573986,0.3103886],"study_design_scores_gemma":[0.001559128,0.00006463572,0.86303,0.0001113424,0.0001456969,0.00000512866,0.00003989557,0.00002005052,0.0003504859,0.008398712,0.1261703,0.0001046921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5425638,0.007960366,0.0008231513,0.01703572,0.0006530192,0.002478664,0.00001445398,0.0001698899,0.4283009],"genre_scores_gemma":[0.9955897,0.0006589855,0.0001065775,0.0009997756,0.00003100942,0.0006220712,0.000005931765,0.000006410411,0.001979565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5517558,"threshold_uncertainty_score":0.5227529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973048888931432,"score_gpt":0.2726710942619311,"score_spread":0.2429406053726168,"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."}}