{"id":"W2999105460","doi":"10.1088/1361-6560/ab6953","title":"Experimental validation of recommended <i>msr</i> -correction factors for the calibration of Leksell Gamma Knife <sup>®</sup> Icon <sup>tm</sup> unit following IAEA TRS-483","year":2020,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Calibration; Kerma; Protocol (science); Context (archaeology); Dosimetry; Medical physics; Nuclear medicine; Physics; Nuclear engineering; Computer science; Medicine; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004939466,0.0007541293,0.000294748,0.0005928662,0.0006399512,0.0005420863,0.001389124,0.00103099,0.004004977],"category_scores_gemma":[0.00893396,0.0003757494,0.000448403,0.0007853815,0.0009231634,0.000537983,0.000922941,0.0006523615,0.0009748696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009333855,"about_ca_system_score_gemma":0.001066708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001321701,"about_ca_topic_score_gemma":0.002247085,"domain_scores_codex":[0.9956547,0.001105563,0.0003172517,0.0007750377,0.001877661,0.0002697116],"domain_scores_gemma":[0.9913142,0.002473074,0.001036867,0.001903628,0.003116052,0.0001562597],"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":[0.001011741,0.0006972064,0.006202361,0.0004806276,0.00005375526,0.0001229647,0.0007247059,0.005829928,0.9629983,0.00114108,0.001118483,0.01961889],"study_design_scores_gemma":[0.00006028961,0.002272317,0.007353633,0.00003916584,0.00006743454,0.0001669798,0.0001475535,0.003999403,0.9808039,0.0001511587,0.004901382,0.00003663269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8724396,0.0005638775,0.1153994,0.0001838803,0.0001833961,0.001385639,0.001291566,0.000977186,0.007575445],"genre_scores_gemma":[0.8434742,0.0004931515,0.1494347,0.0001741524,0.00003735298,0.001205156,0.001249533,0.0004449798,0.003486834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004939466,"threshold_uncertainty_score":0.02612269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1204715372255026,"score_gpt":0.3701376444119224,"score_spread":0.2496661071864199,"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."}}