{"id":"W4396772382","doi":"10.20944/preprints202405.0375.v1","title":"Iron Metabolism in the Recovery Phase of Critical Illness","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Phase (matter); Critical illness; Metabolism; Chemistry; Medicine; Intensive care medicine; Biochemistry; Critically ill","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":[0.0008946788,0.0004266945,0.0003970787,0.000476346,0.0002792485,0.001116409,0.0002223099,0.001028448,0.003974831],"category_scores_gemma":[0.002316386,0.0001168598,0.0002260972,0.0002442617,0.0007162287,0.0006148231,0.0006609563,0.0009637934,0.001983235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006481317,"about_ca_system_score_gemma":0.0008355492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000930012,"about_ca_topic_score_gemma":0.0006492829,"domain_scores_codex":[0.9997461,0.00008999288,0.00001475931,0.00004279489,0.00006353827,0.00004279889],"domain_scores_gemma":[0.9995932,0.000121455,0.00006931483,0.00004545093,0.00006595247,0.0001046221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003736617,0.0003521283,0.03450667,0.002454426,0.0002696984,0.00652532,0.002779256,0.003574189,0.05367611,0.1183944,0.2532228,0.5205085],"study_design_scores_gemma":[0.0002553081,0.0006620017,0.1048503,0.002275476,0.0001454893,0.01187788,0.00167836,0.006111935,0.02273539,0.4006467,0.4486294,0.0001317607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3491739,0.2708139,0.07556631,0.1436186,0.01271674,0.0002801704,0.006483503,0.0031269,0.13822],"genre_scores_gemma":[0.8722979,0.06383388,0.02403419,0.005388859,0.004597447,0.0001549584,0.002980608,0.0005169615,0.02619527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003974831,"threshold_uncertainty_score":0.01329714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09240714848921479,"score_gpt":0.4004238813491529,"score_spread":0.3080167328599381,"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."}}