{"id":"W4250174639","doi":"10.1120/jacmp.2024.25336","title":"Advantages of inflatable multichannel endorectal applicator in the neo-adjuvant treatment of patients with locally advanced rectal cancer with HDR brachytherapy","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Brachytherapy; Medicine; Inflatable; Prostate; Nuclear medicine; Prostate cancer; Dosimetry; Radiology; Radiation therapy; Radiation treatment planning; Catheter; Cancer; Internal 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":[0.0003581535,0.0002913506,0.0009910254,0.00004980696,0.00003794171,0.000007554559,0.0004044658,0.00009585254,0.00007196685],"category_scores_gemma":[0.00001386676,0.0001541329,0.0001970301,0.0002782058,0.0004080758,0.0001735297,0.00002240518,0.0005243216,5.122964e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007436363,"about_ca_system_score_gemma":0.0002982965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002066746,"about_ca_topic_score_gemma":0.00001241547,"domain_scores_codex":[0.9972844,0.00007619568,0.001230748,0.0002589012,0.0008493339,0.0003004127],"domain_scores_gemma":[0.9973392,0.0006936951,0.001272322,0.0003121637,0.000201157,0.0001813992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005221106,0.005138568,0.09266296,0.00002313643,0.0004365923,0.000006015431,0.0007933844,0.002184002,0.0004843198,0.001049662,0.00003133893,0.8919689],"study_design_scores_gemma":[0.2633426,0.08788685,0.2489146,0.004802565,0.002258956,0.00004184424,0.005402128,0.009240811,0.2891687,0.02510917,0.05843554,0.005396256],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430842,0.0002496028,0.05512689,0.0002078365,0.00005715969,0.0008507782,0.00004951528,0.00001295704,0.0003611027],"genre_scores_gemma":[0.9810466,0.000406517,0.01750853,0.0001684162,0.0007222641,0.00009244865,0.000009946934,0.00004099343,0.000004330827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8865727,"threshold_uncertainty_score":0.6285359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037369033189361,"score_gpt":0.3224874103457096,"score_spread":0.312113720013816,"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."}}