{"id":"W4402908789","doi":"10.1016/j.ijrobp.2024.07.2280","title":"CT Dosimetry in Radioembolization: Image Acquisition Considerations","year":2024,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Dosimetry; Medical physics; Nuclear medicine; Computer science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003282853,0.0001688647,0.0002725487,0.0003230801,0.00005046025,0.0000939077,0.0001943991,0.00009463346,0.0001682375],"category_scores_gemma":[0.00009918815,0.0001733718,0.000126795,0.0002796207,0.00009266986,0.0009331109,0.00002398984,0.0004683715,0.00005815188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006548102,"about_ca_system_score_gemma":0.0001887803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003104736,"about_ca_topic_score_gemma":0.000002245431,"domain_scores_codex":[0.9987386,0.0000996807,0.0006436942,0.0001595395,0.000167064,0.000191374],"domain_scores_gemma":[0.9990558,0.0003996254,0.0001672532,0.00009294133,0.0002184745,0.00006590704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009674577,0.000394647,0.03722853,0.0000920247,0.001175516,0.001026819,0.002105517,0.2917658,0.06836922,0.237723,0.01133798,0.3486842],"study_design_scores_gemma":[0.007162583,0.0005124967,0.01268779,0.0005463912,0.000238457,0.002595118,0.0005486596,0.4949452,0.05475415,0.3213132,0.1034992,0.00119674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.310376,0.006797084,0.6628136,0.002756657,0.01172335,0.0002733615,0.0001219584,0.000417504,0.004720493],"genre_scores_gemma":[0.9910762,0.000861245,0.005616213,0.0003911206,0.001924525,0.000009402632,0.0000698896,0.0000352621,0.00001612896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6807002,"threshold_uncertainty_score":0.7069897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077814345973308,"score_gpt":0.307001870074198,"score_spread":0.2962237266144649,"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."}}