{"id":"W4399510704","doi":"10.1016/j.brachy.2024.03.008","title":"Prostate size, source configuration, and dosimetry dynamics of stranded 125I seed implants","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Positive Living North; Alberta Cancer Foundation","funders":"","keywords":"Medicine; Dosimetry; Nuclear 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009113718,0.0001376293,0.0002568003,0.00005988936,0.00003619205,0.00003801354,0.00002602058,0.00005772124,0.00009473226],"category_scores_gemma":[0.00001069387,0.0001047316,0.00005658909,0.0001484821,0.00006247753,0.00007594893,0.000006744632,0.00008715552,0.000006588259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006120226,"about_ca_system_score_gemma":0.00009411692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005404391,"about_ca_topic_score_gemma":0.0000239987,"domain_scores_codex":[0.9992254,0.00001917876,0.0002262648,0.0002313149,0.0001427758,0.000155016],"domain_scores_gemma":[0.9995485,0.0001245548,0.00004916032,0.0001462197,0.00004708927,0.00008447067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00197033,0.0006913801,0.2932872,0.001551129,0.00161,0.0003194365,0.004131953,0.000022857,0.0458071,0.002967313,0.002288888,0.6453524],"study_design_scores_gemma":[0.01301625,0.003814228,0.7905923,0.001435755,0.0005037936,0.0005653375,0.000671602,0.005837962,0.1628715,0.002236052,0.01785506,0.0006002277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896371,0.006749706,0.000372934,0.001771518,0.0001355077,0.0006111242,0.0001389887,0.00008462509,0.0004984884],"genre_scores_gemma":[0.9947503,0.003527923,0.0001671644,0.0003143802,0.00005707775,0.00004082972,0.00009942445,0.00002735042,0.001015588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6447522,"threshold_uncertainty_score":0.4270832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007727108013135224,"score_gpt":0.2697300473452254,"score_spread":0.2620029393320902,"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."}}