{"id":"W3022556859","doi":"10.1016/j.ijrobp.2008.06.143","title":"Poor Predictive Value of Intraoperative Real-time Dosimetry for Prostate Seed Brachytherapy","year":2008,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Medicine; Brachytherapy; Prostate brachytherapy; Dosimetry; Implant; Ultrasound; Prostate; Nuclear medicine; Receiver operating characteristic; Predictive value; Radiology; Urology; Radiation therapy; Surgery; Internal medicine; Cancer","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":[0.001744437,0.0003915073,0.0002818808,0.0006863117,0.0002023196,0.0007509682,0.0005820151,0.000728881,0.002045114],"category_scores_gemma":[0.01783813,0.0002585235,0.0004296629,0.0004741803,0.0003922147,0.0004902303,0.0003221769,0.0006951543,0.0004547878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253637,"about_ca_system_score_gemma":0.0003541999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091942,"about_ca_topic_score_gemma":0.001454659,"domain_scores_codex":[0.9994231,0.0002119907,0.0000750257,0.00007640672,0.0001568008,0.00005665041],"domain_scores_gemma":[0.9769347,0.01762771,0.002386072,0.001387765,0.001132933,0.0005308801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001822503,0.00005802944,0.9647334,0.00008010996,0.000100563,0.0002172518,0.00008764616,0.004155264,0.007174077,0.0001394702,0.0004453718,0.02098622],"study_design_scores_gemma":[0.00004374412,0.0007599958,0.9471928,0.00007757881,0.0006915602,0.002055243,0.0002201441,0.03603189,0.01081411,0.0006564983,0.001413329,0.00004297887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920536,0.001896647,0.003666573,0.0002245713,0.0001261076,0.000009890253,0.0002480473,0.0001199316,0.00165478],"genre_scores_gemma":[0.9989468,0.0001529817,0.0006451253,0.00002127819,0.00002584633,0.000003322957,0.0000728821,0.00001863428,0.0001131297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002045114,"threshold_uncertainty_score":0.009225547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624624102758319,"score_gpt":0.3258264259001901,"score_spread":0.3095801848726069,"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."}}