{"id":"W2611459161","doi":"10.1016/j.brachy.2017.04.056","title":"Starting a Prostate HDR Program in a Young Cancer Center - 1st Year Experience","year":2017,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Medicine; Prostate cancer; Brachytherapy; Medical physics; Prostate; Radiation oncology; Dose rate; Nuclear medicine; Radiation therapy; Cancer; Surgery; 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":[0.00008261896,0.0001598271,0.0002488095,0.00004797013,0.0001632351,0.0001198073,0.0001093979,0.00004511559,0.0001513848],"category_scores_gemma":[0.0000214615,0.0001267358,0.00006518433,0.00006215253,0.00009456685,0.0002157085,0.00003455105,0.0001237162,0.00001811775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001741178,"about_ca_system_score_gemma":0.00008606933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001162231,"about_ca_topic_score_gemma":0.00109216,"domain_scores_codex":[0.9988766,0.00001711549,0.0002184292,0.000332875,0.0001822952,0.0003726853],"domain_scores_gemma":[0.9992169,0.000009552158,0.0001452814,0.0004664131,0.00005145561,0.0001103881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000269517,0.0005073688,0.8688352,0.00003019475,0.00003747776,0.0001076741,0.003392332,0.000001132709,0.0004901363,0.00003281845,0.0002728391,0.1260234],"study_design_scores_gemma":[0.0058233,0.0006227401,0.9762104,0.0005464472,0.00001497289,0.000008167428,0.0003361504,0.0001094978,0.004581154,0.0001214541,0.01143172,0.0001940109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930887,0.000908343,0.000002657586,0.00255805,0.0002151461,0.001264899,0.00002415438,0.00006720665,0.001870834],"genre_scores_gemma":[0.9940826,0.002162932,0.0006152806,0.000571018,0.0001441464,0.001854011,0.0000127082,0.00003149331,0.0005258411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1258293,"threshold_uncertainty_score":0.5168136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190249109369708,"score_gpt":0.3667042140427542,"score_spread":0.3348017229490571,"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."}}