{"id":"W37669115","doi":"10.1172/jci.insight.167215","title":"Impact of new models on internal dose estimates for radiopharmaceuticals","year":2010,"lang":"en","type":"article","venue":"","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Internal dose; Alimentary tract; Weighting; Nuclear medicine; Absorbed dose; Imaging phantom; Medical physics; Medicine; Computer science; Dosimetry; Radiology; Internal medicine","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":[0.002538163,0.0009172086,0.0007777276,0.0006884076,0.0002496128,0.001727392,0.001414139,0.001101473,0.00134164],"category_scores_gemma":[0.006452588,0.0005892484,0.0008567558,0.0004432799,0.0006372923,0.00179033,0.000811601,0.001670347,0.0004156346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001722598,"about_ca_system_score_gemma":0.0006527988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002709711,"about_ca_topic_score_gemma":0.001952539,"domain_scores_codex":[0.999118,0.0004187206,0.00004161111,0.0001583496,0.0002131311,0.000050241],"domain_scores_gemma":[0.997546,0.001812295,0.0002643489,0.0001859393,0.0001537895,0.00003756853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003129058,0.0001070528,0.001337881,0.0003952634,0.00006523914,0.0001911843,0.0001049093,0.9020475,0.03917577,0.03564276,0.0006782474,0.01994127],"study_design_scores_gemma":[0.00002886267,0.000127691,0.00056134,0.0000687509,0.00007327874,0.0001525579,0.00003029828,0.9605407,0.02664076,0.007338964,0.004398296,0.00003857025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05988922,0.002205831,0.929751,0.000647368,0.000122519,0.00007661062,0.0002251471,0.0004314296,0.006650811],"genre_scores_gemma":[0.7889984,0.002397942,0.2001767,0.0003438422,0.00007680758,0.0003679672,0.0004305847,0.001001548,0.006206194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002709711,"threshold_uncertainty_score":0.0134232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06457008621305689,"score_gpt":0.4318206457773641,"score_spread":0.3672505595643072,"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."}}