{"id":"W4411963118","doi":"10.1016/j.ostima.2025.100309","title":"THE EFFECT OF RECONSTRUCTION KERNEL AND MONOCHROMATIC ENERGY PAIRS USED IN DUAL ENERGY CT IMAGING OF THE PROXIMAL HUMERUS","year":2025,"lang":"en","type":"article","venue":"Osteoarthritis Imaging","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Hand and Upper Limb Clinic; University of Waterloo","funders":"","keywords":"Monochromatic color; Kernel (algebra); Dual energy; Dual (grammatical number); Humerus; Energy (signal processing); Physics; Mathematics; Optics; Medicine; Anatomy; Pure mathematics; Internal medicine; Quantum mechanics; Art","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":[0.001410035,0.0004812973,0.0002831808,0.0005356429,0.0001589263,0.000619088,0.0003116796,0.0003978695,0.001875016],"category_scores_gemma":[0.006303179,0.000433758,0.0002114486,0.0004461988,0.0003595926,0.0004214316,0.0004492619,0.0002184875,0.0002645686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444583,"about_ca_system_score_gemma":0.0002957467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009922273,"about_ca_topic_score_gemma":0.001344016,"domain_scores_codex":[0.9991492,0.0002580839,0.0001122204,0.00018233,0.0002198448,0.000078289],"domain_scores_gemma":[0.9967668,0.002177915,0.0004211531,0.0002807004,0.0002872272,0.00006631341],"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":[0.005500332,0.0002001599,0.03403372,0.0003559617,0.0001875017,0.0003074559,0.0003199518,0.008871906,0.8997711,0.0002458945,0.0002347735,0.04997126],"study_design_scores_gemma":[0.00009837754,0.003916592,0.2189429,0.0001113193,0.0006629085,0.003541482,0.0004763794,0.0337777,0.7350978,0.0003885671,0.002879327,0.0001065262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795843,0.0009903073,0.01834019,0.00004156999,0.00001779379,0.00003273088,0.0001176881,0.0001188917,0.0007565544],"genre_scores_gemma":[0.9782447,0.0003753662,0.02049454,0.00004595727,0.000005409223,0.00003847432,0.0001353068,0.0001266376,0.0005336716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001875016,"threshold_uncertainty_score":0.007457078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003000924236706507,"score_gpt":0.2240539449932409,"score_spread":0.2210530207565344,"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."}}