{"id":"W4413319868","doi":"10.32388/gamcsu","title":"Review of: \"Chelation Therapy for Rare Earth Element Toxicity: Current Evidence, Challenges, and Future Directions\"","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rare earth; Chelation; Geology; Materials science; Earth science; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00411395,0.0009508305,0.002646437,0.003248245,0.0007452303,0.002859074,0.00267512,0.003545039,0.02549357],"category_scores_gemma":[0.0215538,0.0004708047,0.001550421,0.003860658,0.001230936,0.003098252,0.001470283,0.003721127,0.01244093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002373663,"about_ca_system_score_gemma":0.007550206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003692009,"about_ca_topic_score_gemma":0.005406021,"domain_scores_codex":[0.9977481,0.0005340467,0.0005198452,0.00025186,0.000827471,0.0001186238],"domain_scores_gemma":[0.9845986,0.006854278,0.001431364,0.0002409451,0.006226798,0.0006480143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004068283,0.00001303108,0.00006147848,0.01323587,0.00003911707,0.00005862911,0.00003603227,0.00003247728,0.00008478335,0.0008573136,0.8777653,0.1077753],"study_design_scores_gemma":[0.0000192442,0.00003558487,0.0003423346,0.01862016,0.00008476456,0.0003409313,0.00005129271,0.00001991553,0.00005289226,0.0006248124,0.9797949,0.00001324714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009453141,0.8603541,0.0004939812,0.05962984,0.0732045,0.0001070306,0.0005244818,0.00007972787,0.005511763],"genre_scores_gemma":[0.0007032339,0.9086207,0.0005654279,0.04556249,0.0367482,0.0001254648,0.0006581743,0.00004503677,0.006971285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02549357,"threshold_uncertainty_score":0.08528447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05526143788829058,"score_gpt":0.3073695599063371,"score_spread":0.2521081220180466,"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."}}