{"id":"W2115056993","doi":"10.1016/j.brachy.2009.05.005","title":"Penile brachytherapy: Technical aspects and postimplant issues","year":2009,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Genital Health and Disease","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University Health Network; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Brachytherapy; Medical physics; Radiology; Radiation therapy","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":[0.0001258701,0.0002043397,0.0003249951,0.00009807957,0.0001184698,0.00003177155,0.00006720279,0.0001241469,0.0002750263],"category_scores_gemma":[0.00003909204,0.0001674145,0.0000829663,0.0001606929,0.00006135615,0.00009788165,0.000009885631,0.0002032221,0.00009341841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003254705,"about_ca_system_score_gemma":0.0001220211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003879837,"about_ca_topic_score_gemma":0.00001279867,"domain_scores_codex":[0.9987252,0.00003343085,0.0002521445,0.0003404049,0.0002468008,0.0004019846],"domain_scores_gemma":[0.9989778,0.00004278398,0.0000543649,0.0003259652,0.00005772736,0.0005413514],"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":[0.01101456,0.00318666,0.04593568,0.000446463,0.00006088427,0.002276486,0.0008374501,0.000002462393,0.07789646,0.02022218,0.07045614,0.7676646],"study_design_scores_gemma":[0.00528579,0.004860329,0.9047537,0.00005030234,0.00006166514,0.002647186,0.00005543686,0.0001229417,0.001582969,0.007503157,0.0726546,0.0004218608],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484981,0.02109265,0.00009742203,0.01823687,0.0001169241,0.0007930112,0.00002027043,0.0003348775,0.01080988],"genre_scores_gemma":[0.9817633,0.0003722736,0.002179039,0.01423241,0.0003678912,0.00001451249,0.00003671733,0.00002377067,0.001010099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8588181,"threshold_uncertainty_score":0.6826965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294864480160334,"score_gpt":0.3241767846348815,"score_spread":0.3112281398332782,"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."}}