{"id":"W4383376127","doi":"10.3390/diagnostics13132279","title":"Optimal Abdominal CT Image Quality in Non-Lean Patients: Customization of CM Injection Protocols and Low-Energy Acquisitions","year":2023,"lang":"en","type":"article","venue":"Diagnostics","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Nuclear medicine; Medicine; Image quality; Digital Enhanced Cordless Telecommunications; Radiology","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":[0.0007945971,0.0002081685,0.0002451359,0.0004277106,0.00009027815,0.0003402644,0.0001714433,0.000251726,0.0003975109],"category_scores_gemma":[0.003591793,0.0001521245,0.0002192661,0.0002811025,0.0002113676,0.0002265447,0.0002658075,0.0001582389,0.0001162776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002031693,"about_ca_system_score_gemma":0.0001546067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003127619,"about_ca_topic_score_gemma":0.0003413977,"domain_scores_codex":[0.9995537,0.000165073,0.00005113054,0.00009564441,0.00008913814,0.00004528339],"domain_scores_gemma":[0.9988115,0.0004293599,0.0004315657,0.0001069392,0.0001001661,0.0001205235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00444925,0.0002555376,0.8984932,0.00009892193,0.0001369177,0.001225277,0.0002981306,0.001715448,0.0432175,0.00006050968,0.0001361299,0.04991319],"study_design_scores_gemma":[0.00008592137,0.002497873,0.9832098,0.00001119084,0.00009796595,0.003368745,0.0001468887,0.001898272,0.008383669,0.0000516037,0.0002322502,0.00001574202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9990428,0.0001527707,0.0006241543,0.000007885065,0.000001498109,0.000008791863,0.00002133651,0.000007632373,0.0001330728],"genre_scores_gemma":[0.9990507,0.00004598277,0.000789354,0.0000102689,0.000004878281,0.000006851717,0.0000572942,0.000005211214,0.00002946217],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0007945971,"threshold_uncertainty_score":0.004202306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007122179853151051,"score_gpt":0.2710737689365238,"score_spread":0.2639515890833727,"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."}}