{"id":"W4379742477","doi":"10.32920/23324843.v1","title":"In vivo detection of lanthanum via x-ray fluorescence","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lanthanum carbonate; In vivo; Reproducibility; Population; Detection limit; Hyperphosphatemia; Phosphate; Radiochemistry; Nuclear medicine; Chemistry; Toxicity; Lanthanum; Medicine; Biomedical engineering; Materials science; Internal medicine; Chromatography; Biochemistry; Biology; Inorganic chemistry","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":[0.0007408441,0.0003657024,0.000265559,0.0002111263,0.0001949419,0.0005109921,0.000374858,0.0006380657,0.001238237],"category_scores_gemma":[0.0005045319,0.0002830356,0.0002452062,0.0001617547,0.0003421696,0.0003375064,0.0002998478,0.0004424386,0.0003858353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004490116,"about_ca_system_score_gemma":0.0004572806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008333899,"about_ca_topic_score_gemma":0.001190714,"domain_scores_codex":[0.9996861,0.00007346084,0.00001461801,0.0001221971,0.00006877932,0.0000348528],"domain_scores_gemma":[0.9997439,0.000105703,0.00006633815,0.00002270914,0.00004595298,0.00001529155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004666617,0.00001043928,0.0001370593,0.00003540492,0.000002390585,0.00001587796,0.00002248937,0.0001176687,0.9977494,0.000100183,0.0000554516,0.001707024],"study_design_scores_gemma":[0.000008434849,0.0002347343,0.001365475,0.00000934892,0.000008094713,0.00007455419,0.00002527231,0.001840432,0.994652,0.00004962753,0.001721788,0.00001023655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8540864,0.003196794,0.1366371,0.0002792786,0.0000898045,0.0002477043,0.0006166169,0.0006136807,0.004232631],"genre_scores_gemma":[0.874359,0.00291611,0.1142032,0.0002434247,0.00003019649,0.0004278012,0.0005075666,0.00008925568,0.007223436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001238237,"threshold_uncertainty_score":0.004142284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729081705441424,"score_gpt":0.3025434968667002,"score_spread":0.275252679812286,"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."}}