{"id":"W2794832195","doi":"10.1016/j.meddos.2018.02.007","title":"Thermoplastic wrapped lead sheet to reduce cardiac device cumulative dose","year":2018,"lang":"en","type":"article","venue":"Medical dosimetry","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electromagnetic shielding; Cumulative dose; Lead (geology); Nuclear medicine; Materials science; Dose profile; Shield; Scintillation; Medicine; Dosimetry; Detector; Optics; Composite material; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002787093,0.0002264513,0.0003266976,0.00009504967,0.0001270301,0.00002490621,0.0003561492,0.0001037197,0.003502193],"category_scores_gemma":[0.0001050623,0.0001888089,0.0001106308,0.0004727347,0.0002312302,0.0001029478,0.0001035997,0.0003039004,0.0002132632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005261733,"about_ca_system_score_gemma":0.00009689444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008987949,"about_ca_topic_score_gemma":0.000001215004,"domain_scores_codex":[0.9983121,0.0001049753,0.0002668086,0.0003956641,0.0005100469,0.000410438],"domain_scores_gemma":[0.9988732,0.0002546345,0.00006953684,0.0003806922,0.00007422489,0.00034772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003422547,0.0005499577,0.04394663,0.00003621771,0.0005856,0.00001870578,0.002004676,0.00001643273,0.05940839,0.01113355,0.04972036,0.8322372],"study_design_scores_gemma":[0.003377872,0.001732667,0.03028576,0.000565891,0.0002166436,0.000006229752,0.000598832,0.006812547,0.550646,0.007174713,0.3960999,0.002482919],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.489664,0.0002407355,0.4803618,0.0007815222,0.000863625,0.0006248952,0.00005246429,0.0003639244,0.02704702],"genre_scores_gemma":[0.9861307,0.000004131154,0.01014922,0.0009308499,0.00191611,0.00005552933,0.00001508742,0.00004796303,0.0007504275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8297543,"threshold_uncertainty_score":0.9974087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479499639173785,"score_gpt":0.3311582341724868,"score_spread":0.3163632377807489,"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."}}