{"id":"W3207731129","doi":"10.1182/hem.v18.6.2021611","title":"Ironing Things Out: What Ferritin Level Should Be Used to Diagnose Iron Deficiency?","year":2021,"lang":"en","type":"article","venue":"The Hematologist","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ferritin; Iron deficiency; Medicine; Internal medicine; Anemia","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":[0.0004582716,0.0002267648,0.0004442257,0.00006104042,0.0002671015,0.0001431668,0.0002530024,0.0001313263,0.0003346016],"category_scores_gemma":[0.001158264,0.0001554819,0.0001293226,0.0002552826,0.0002185284,0.0002402156,0.0002003799,0.0003239882,0.0002380527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003627204,"about_ca_system_score_gemma":0.0001307516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001762494,"about_ca_topic_score_gemma":0.0002989954,"domain_scores_codex":[0.9982404,0.0001048559,0.0003171689,0.0004069777,0.0004299817,0.0005006336],"domain_scores_gemma":[0.998669,0.0003104888,0.00007325208,0.0006980744,0.00008106669,0.0001681751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001260311,0.005348852,0.1176441,0.004865624,0.0001460874,0.007802117,0.1587475,0.0005398652,0.06252886,0.3347716,0.2413705,0.06497461],"study_design_scores_gemma":[0.01800973,0.001000267,0.08448752,0.002977874,0.002188424,0.005601126,0.3336058,0.0004177723,0.2823299,0.009989414,0.2551507,0.004241494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8945211,0.01042122,0.001534026,0.08524884,0.0007562698,0.0005004892,0.00001250134,0.0001870801,0.006818545],"genre_scores_gemma":[0.9758134,0.0004015783,0.001406721,0.01928298,0.00007905397,0.00004981734,0.00003535625,0.00003588737,0.002895218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3247822,"threshold_uncertainty_score":0.6340367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1373509191444267,"score_gpt":0.3486552037053327,"score_spread":0.2113042845609059,"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."}}