{"id":"W3210260582","doi":"10.1088/0026-1394/58/1a/06020","title":"APMP Key comparison report of reference air kerma rate for HDR <sup>192</sup> Ir brachytherapy sources (BIPM KCDB: APMP.RI(I)-K8)","year":2021,"lang":"en","type":"article","venue":"Metrologia","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Mutual recognition; Mathematics; Kerma; Dosimetry; Nuclear medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01951443,0.00103462,0.001100675,0.006883546,0.001389604,0.002548134,0.004083849,0.001541871,0.0762433],"category_scores_gemma":[0.0408619,0.0005636705,0.0009282734,0.006906346,0.0005228816,0.002763737,0.002951614,0.001284686,0.04190085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005033885,"about_ca_system_score_gemma":0.003547648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007358062,"about_ca_topic_score_gemma":0.003609458,"domain_scores_codex":[0.9802499,0.003206921,0.002484888,0.00233948,0.01099639,0.000722399],"domain_scores_gemma":[0.9294391,0.008358289,0.006115993,0.0080012,0.04672176,0.001363561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005635615,0.000394498,0.03114424,0.006130914,0.0002506027,0.0004031906,0.0007148465,0.0026157,0.02179996,0.009211249,0.6822689,0.2394304],"study_design_scores_gemma":[0.0002334953,0.001224011,0.08767482,0.0006550206,0.0002105641,0.001140466,0.0007737043,0.00134282,0.05980269,0.002427197,0.8443455,0.0001696792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.05472953,0.007095528,0.06232327,0.003052347,0.003486789,0.004174543,0.6570091,0.008138916,0.1999901],"genre_scores_gemma":[0.284492,0.004325375,0.07416818,0.001402166,0.000960668,0.009737526,0.5692778,0.005442745,0.05019349],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0762433,"threshold_uncertainty_score":0.2550592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623237570876046,"score_gpt":0.3123685135637891,"score_spread":0.2861361378550286,"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."}}