{"id":"W2085793980","doi":"10.1238/physica.topical.115a01047","title":"An Xray Microspectroscopy Study of Hemochromatosis Liver and Diabetic Mice Kidney Tissues Preliminary Observations","year":2005,"lang":"en","type":"article","venue":"Physica Scripta","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Microprobe; Materials science; Microbeam; Beamline; X-ray absorption fine structure; Undulator; Microscopy; Synchrotron radiation; Optics; Pathology; Nuclear medicine; Medicine; Nuclear magnetic resonance; Chemistry; Beam (structure); Physics; Spectroscopy; Mineralogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008710739,0.0001564891,0.0001966286,0.00003487411,0.00008037749,0.00002503604,0.0003418644,0.00009121042,0.00003635524],"category_scores_gemma":[0.00006478342,0.0001430196,0.00004467471,0.0001431491,0.0002344074,0.00001398462,0.0001921821,0.0001201023,0.000004267883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001741606,"about_ca_system_score_gemma":0.0000369095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006203993,"about_ca_topic_score_gemma":0.000006086753,"domain_scores_codex":[0.998847,0.00004810035,0.0002017506,0.0004084855,0.0002285893,0.0002660878],"domain_scores_gemma":[0.999194,0.00001044758,0.00005788549,0.0004426274,0.00008170225,0.0002133477],"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":[0.00006877437,0.001391401,0.002490309,0.00003273011,0.00003845819,0.000001068693,0.0001781053,2.133813e-7,0.9717208,0.00006888651,0.02305613,0.0009531311],"study_design_scores_gemma":[0.0003887077,0.002133613,0.006872937,0.00002324955,0.00003309438,0.000002516943,0.0001032705,0.0003503574,0.9770195,0.0001136162,0.01279837,0.0001607067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979904,0.0006971843,0.0002497398,0.0003690418,0.00003791425,0.0002930009,0.00002790516,0.00003370583,0.0003011341],"genre_scores_gemma":[0.9926168,0.0002742577,0.005811253,0.0003366376,0.0002210399,0.00006457596,0.00007576355,0.00002288619,0.0005767297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01025777,"threshold_uncertainty_score":0.583217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524653115523114,"score_gpt":0.3090652594694224,"score_spread":0.2938187283141913,"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."}}