{"id":"W3155304579","doi":"10.1002/mp.14888","title":"Design and evaluation of 3D printable patient‐specific applicators for gynecologic HDR brachytherapy","year":2021,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; Princess Margaret Cancer Centre","funders":"","keywords":"Brachytherapy; Imaging phantom; Monte Carlo method; Attenuation; Dosimetry; Materials science; Nuclear medicine; Medical physics; Biomedical engineering; Medicine; Optics; Radiology; Radiation therapy; Physics; Mathematics","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":[0.0005676575,0.0004352665,0.0002365838,0.000375527,0.0001303324,0.0004027099,0.0004133001,0.0005908481,0.0006956685],"category_scores_gemma":[0.001210311,0.0002841241,0.0004564197,0.0002470131,0.0002066147,0.0002592076,0.0002273178,0.0001872289,0.0003385242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003175675,"about_ca_system_score_gemma":0.0002933068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001552023,"about_ca_topic_score_gemma":0.0002911765,"domain_scores_codex":[0.9996141,0.00006651616,0.00002740544,0.00007706655,0.0001858362,0.00002892833],"domain_scores_gemma":[0.9991502,0.0001945706,0.0003338749,0.000122759,0.0001567364,0.00004188143],"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":[0.0000991557,0.00006085087,0.001703902,0.0003431406,0.00003167698,0.0001491573,0.00007872879,0.02161451,0.9574494,0.0002538698,0.0001692441,0.01804632],"study_design_scores_gemma":[0.00002435028,0.001352862,0.007376675,0.00002558233,0.00007222928,0.0006474314,0.00003666384,0.03729272,0.9460217,0.00009027,0.007016983,0.00004258152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7502527,0.002974297,0.2427534,0.0001141956,0.0001094204,0.0002873057,0.0002857558,0.0008444624,0.002378501],"genre_scores_gemma":[0.8761032,0.0008366242,0.1209707,0.000054649,0.00001725524,0.0001641779,0.0001442899,0.0001434498,0.001565799],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0006956685,"threshold_uncertainty_score":0.003002107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02862456980936691,"score_gpt":0.3146749319420172,"score_spread":0.2860503621326503,"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."}}