{"id":"W1985723834","doi":"10.1016/j.ijrobp.2014.05.1460","title":"CT Imaging for Penile Brachytherapy","year":2014,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Brachytherapy; Penis; Glans; Radiology; Glans penis; Artifact (error); Nuclear medicine; Radiation treatment planning; Radiation therapy; Surgery; Computer science; Computer vision","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005080434,0.0009212752,0.0003497917,0.002443096,0.0005366931,0.001251635,0.001052264,0.00174489,0.02470388],"category_scores_gemma":[0.002966539,0.0006802023,0.0006227595,0.001245889,0.0005178055,0.001697368,0.0005853563,0.001697956,0.003752234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005784139,"about_ca_system_score_gemma":0.001002372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003190629,"about_ca_topic_score_gemma":0.002274039,"domain_scores_codex":[0.9997794,0.00007447463,0.00003364305,0.00002600671,0.00004679761,0.00003967256],"domain_scores_gemma":[0.9992946,0.0003507382,0.0000705346,0.00009611486,0.0001174111,0.00007047308],"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":[0.00328029,0.0004569685,0.02875423,0.005271871,0.0003078636,0.09090072,0.0004011081,0.009830235,0.1939405,0.01052162,0.05856332,0.5977712],"study_design_scores_gemma":[0.0004776183,0.001360468,0.05800756,0.006556623,0.001145742,0.4436603,0.0004725665,0.02302847,0.1326896,0.006988437,0.3252771,0.0003354525],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1645239,0.315241,0.1301447,0.02289953,0.003859757,0.00106913,0.004844347,0.002775726,0.354642],"genre_scores_gemma":[0.7547506,0.1048154,0.09865636,0.007022781,0.002649474,0.0004407039,0.001719904,0.001425418,0.02851942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02470388,"threshold_uncertainty_score":0.08264273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939116202199077,"score_gpt":0.3420855297694481,"score_spread":0.3226943677474573,"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."}}