{"id":"W7009008320","doi":"","title":"Designing and Evaluating a 109Cd based XRF System For Skin Iron Measurements: A Validation Study in Normal and Iron Overload Conditions","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Synchrotron radiation; X-ray fluorescence; Human skin; Analytical Chemistry (journal); Detection limit; Pig skin; Synchrotron; Inductively coupled plasma mass spectrometry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003076611,0.0006665493,0.0007606728,0.0005221492,0.0006107471,0.0006486594,0.001229168,0.001832667,0.001065307],"category_scores_gemma":[0.001948719,0.0004374397,0.0005108668,0.0003785724,0.0005840565,0.0006243343,0.0005478729,0.0005818917,0.0005999394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005412274,"about_ca_system_score_gemma":0.000655033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001487825,"about_ca_topic_score_gemma":0.001823637,"domain_scores_codex":[0.9989247,0.0002932434,0.00005975178,0.00029189,0.0003457624,0.00008453993],"domain_scores_gemma":[0.9989786,0.0002263363,0.00009872411,0.000144363,0.0004842869,0.00006763011],"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":[0.0005615312,0.0005161111,0.006523394,0.000445466,0.0000512905,0.0001896074,0.000342254,0.001703473,0.9692898,0.0001866011,0.000358203,0.01983224],"study_design_scores_gemma":[0.0001726535,0.007864299,0.02060318,0.00009699746,0.0001883457,0.0008828565,0.0003142961,0.01702769,0.943644,0.0001481271,0.008983967,0.00007354399],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9178224,0.0007888227,0.07779386,0.000219926,0.00008441419,0.001298645,0.0004009915,0.000455666,0.001135338],"genre_scores_gemma":[0.7702295,0.001467236,0.2212957,0.000348268,0.00004416677,0.001409861,0.0009431041,0.0001674917,0.004094693],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003076611,"threshold_uncertainty_score":0.01627088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248246096187185,"score_gpt":0.2729258137682467,"score_spread":0.2504433528063749,"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."}}