{"id":"W2420327097","doi":"10.1111/trf.13691","title":"Impact of informing donors of low ferritin results","year":2016,"lang":"en","type":"article","venue":"Transfusion","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Ferritin; Iron status; Donation; Medicine; Iron deficiency; Serum ferritin; Iron supplementation; Prospective cohort study; Cohort; Observational study; Family medicine; Internal medicine; Anemia; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02394483,0.0003431269,0.0003157254,0.0004348284,0.00109595,0.001252293,0.000669082,0.0009654242,0.004815917],"category_scores_gemma":[0.0553733,0.0002303255,0.0006999069,0.0004026236,0.0007045506,0.0008967411,0.001686309,0.0008305257,0.0003741182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293738,"about_ca_system_score_gemma":0.003392783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00568955,"about_ca_topic_score_gemma":0.004818612,"domain_scores_codex":[0.9885178,0.009055119,0.0005863291,0.0003141179,0.0009042498,0.000622302],"domain_scores_gemma":[0.9405734,0.03992788,0.0112749,0.002379984,0.002544313,0.003299538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004176741,0.006259227,0.8174736,0.001283595,0.0002035358,0.0006999479,0.01268206,0.0009438305,0.001176282,0.0003644674,0.002172101,0.1525646],"study_design_scores_gemma":[0.001141069,0.02495677,0.9192044,0.003240132,0.001241287,0.002594256,0.02580892,0.00333841,0.005150167,0.001357626,0.01178263,0.0001843381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935301,0.0006803189,0.0006318963,0.002066673,0.00006266145,0.0001587756,0.0001527271,0.00002454845,0.002692392],"genre_scores_gemma":[0.99714,0.0004033294,0.001503952,0.0004535381,0.00002850414,0.00009073366,0.00007963231,0.00000256261,0.0002977867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02394483,"threshold_uncertainty_score":0.1266339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159841161571163,"score_gpt":0.2793350061546815,"score_spread":0.2677365945389699,"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."}}