{"id":"W2952515162","doi":"10.1016/j.brachy.2019.04.057","title":"Dosimetric Characterization of a New 169Yb Source for High Dose Rate Brachytherapy","year":2019,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Brachytherapy; Dose rate; Medical physics; Intensity (physics); Nuclear medicine; Radiology; Optics; Radiation therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002075661,0.0002990101,0.0004826094,0.0002233603,0.00006969699,0.00004225226,0.0002704108,0.00009329239,0.001162508],"category_scores_gemma":[0.000004278842,0.0002824313,0.0002003615,0.0005324479,0.00003731069,0.0003717156,0.00001596979,0.0001361563,0.00001489966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003609107,"about_ca_system_score_gemma":0.00008964507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000104828,"about_ca_topic_score_gemma":6.095086e-7,"domain_scores_codex":[0.9985604,0.00006447861,0.0004381352,0.0004172899,0.0001662933,0.000353393],"domain_scores_gemma":[0.998686,0.0001405611,0.0004562303,0.000517913,0.0001073564,0.00009193162],"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":[0.0004382076,0.0001820017,0.02607382,0.00002399306,0.0001718144,1.718463e-7,0.0003175987,0.00005394467,0.6037002,0.00913695,0.0002201758,0.3596811],"study_design_scores_gemma":[0.01132258,0.001848295,0.06612726,0.0001074708,0.00005025005,0.000003009593,0.00004794318,0.001780025,0.6516275,0.01641282,0.2494271,0.001245743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5500917,0.0001355223,0.4481795,0.0001445212,0.000174632,0.001009115,0.00004836038,0.0001084662,0.0001081298],"genre_scores_gemma":[0.9687877,0.0001563928,0.02122082,0.0005643032,0.000816559,0.0001488778,0.0002445248,0.0001521856,0.007908585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4269587,"threshold_uncertainty_score":0.9999628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008321017796690705,"score_gpt":0.2596527628604242,"score_spread":0.2513317450637335,"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."}}