{"id":"W1975575773","doi":"10.1118/1.3182621","title":"TH‐C‐BRC‐07: An Investigation of the Effect of Micro‐CT Radiation Dose On Tumor Growth in Mice","year":2009,"lang":"en","type":"article","venue":"Medical Physics","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nuclear medicine; Medicine; Medical imaging; Dosimetry; Melanoma; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005578471,0.0008188772,0.0006013749,0.0006092254,0.0001705812,0.0003616021,0.000619981,0.0007829178,0.001447069],"category_scores_gemma":[0.0003217128,0.00028823,0.0006130189,0.0002910769,0.0004186765,0.0004039809,0.0002076792,0.001417139,0.0004579323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005478168,"about_ca_system_score_gemma":0.0003460973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425201,"about_ca_topic_score_gemma":0.001706432,"domain_scores_codex":[0.9994893,0.00008289066,0.00002571703,0.000109768,0.0002083655,0.00008391872],"domain_scores_gemma":[0.9993767,0.0001642033,0.0001978526,0.00006878965,0.00007335957,0.0001190901],"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":[0.001160436,0.0005301291,0.0005460859,0.00009931721,0.00002058414,0.00003536155,0.00001818979,0.0004151819,0.9938735,0.00004025634,0.0001242203,0.00313687],"study_design_scores_gemma":[0.00003549102,0.004813629,0.004105562,0.00001137448,0.0000522298,0.0001565922,0.00001567084,0.001664719,0.9882482,0.00001555458,0.000873035,0.00000806978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870282,0.004751223,0.005046066,0.0002035047,0.00008182656,0.0001429292,0.0007583589,0.0002408106,0.001747079],"genre_scores_gemma":[0.9801126,0.003549238,0.00886648,0.0002281315,0.00006446672,0.0002437973,0.001429574,0.0001858724,0.005319855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001447069,"threshold_uncertainty_score":0.00484097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005721739318917232,"score_gpt":0.2692634151998471,"score_spread":0.2635416758809299,"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."}}