{"id":"W2512565858","doi":"10.1118/1.4961772","title":"Sci‐Thur PM – Brachytherapy 04: Commissioning and Implementation of a Cobalt‐60 High Dose Rate Brachytherapy Source","year":2016,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network","funders":"","keywords":"Brachytherapy; Cobalt-60; Dose rate; Workload; Nuclear medicine; Cobalt; Dosimetry; Medical physics; Electromagnetic shielding; Medicine; Materials science; Computer science; Physics; Radiation therapy; Radiology; Operating system; Nuclear physics","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":[0.00224529,0.0003063368,0.0003437182,0.0008819683,0.001454959,0.001000867,0.0009276617,0.0007225003,0.008059098],"category_scores_gemma":[0.001962888,0.0004643834,0.0005845401,0.0006225135,0.0006070189,0.0003361077,0.0007029213,0.001034538,0.002752005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002662309,"about_ca_system_score_gemma":0.004302557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008736166,"about_ca_topic_score_gemma":0.01109682,"domain_scores_codex":[0.999016,0.0002176,0.00004027203,0.0001249313,0.0004857422,0.0001153291],"domain_scores_gemma":[0.9984583,0.0002364452,0.0001034735,0.0004034112,0.0005179438,0.0002804911],"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":[0.00477554,0.001001865,0.0207759,0.0006673098,0.0001685424,0.003340746,0.001963783,0.04408771,0.5949779,0.004587467,0.03939896,0.2842543],"study_design_scores_gemma":[0.0007529306,0.006518113,0.09195235,0.0001026225,0.0001753205,0.002946052,0.0003902039,0.02761092,0.4980483,0.001063633,0.3701744,0.000265112],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6097326,0.001214399,0.1827305,0.003144469,0.001060712,0.004817291,0.004388992,0.0110747,0.1818363],"genre_scores_gemma":[0.8338407,0.000303248,0.1139792,0.0003567942,0.0001115588,0.000846423,0.002435396,0.001877058,0.04624965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008736166,"threshold_uncertainty_score":0.02696031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008979827801145732,"score_gpt":0.3105293774551541,"score_spread":0.3015495496540084,"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."}}