{"id":"W4409786247","doi":"10.70962/cis2025abstract.47","title":"A Hyperferritinemia Screen to Aid Differentiation of Hyperinflammatory Disorders","year":2025,"lang":"en","type":"article","venue":"Journal of Human Immunity","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008836914,0.0005579798,0.0003229509,0.003268534,0.0003387691,0.0007233301,0.00042296,0.0004459543,0.005472829],"category_scores_gemma":[0.001979141,0.0002015319,0.0002755646,0.001035396,0.0002032042,0.0004577121,0.0006167029,0.0005564022,0.0009262458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005667477,"about_ca_system_score_gemma":0.0006085252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002995239,"about_ca_topic_score_gemma":0.005208599,"domain_scores_codex":[0.9993781,0.0001240154,0.0001153872,0.0001275988,0.000167085,0.00008777525],"domain_scores_gemma":[0.9989836,0.0002101185,0.0002405687,0.00006911854,0.0003497168,0.0001468681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006971295,0.0001897524,0.8947861,0.0001836069,0.00005508727,0.004385169,0.0006222812,0.0004362467,0.02171606,0.001032284,0.0150344,0.06086184],"study_design_scores_gemma":[0.0000908429,0.000659151,0.915699,0.0003567786,0.00009906561,0.01272138,0.0007678302,0.004200226,0.03654863,0.000792186,0.02801035,0.0000545651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578843,0.002922008,0.01043895,0.001295835,0.0001571711,0.0008221896,0.006838325,0.0009115059,0.01872976],"genre_scores_gemma":[0.963484,0.001177522,0.02672237,0.001001379,0.00006266035,0.0003035716,0.003420464,0.00008725519,0.003740747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005472829,"threshold_uncertainty_score":0.01830846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080349381290303,"score_gpt":0.2811779601598147,"score_spread":0.2703744663469117,"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."}}