{"id":"W2170886152","doi":"10.1186/1748-717x-8-177","title":"Prostate volume changes during permanent seed brachytherapy: an analysis of intra-operative variations, predictive factors and clinical implication","year":2013,"lang":"en","type":"article","venue":"Radiation Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Brachytherapy; Predictive value; Prostate cancer; Volume (thermodynamics); Prostate; Radiation therapy; Prostate brachytherapy; Radiology; Medical physics; 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":[0.0003164472,0.0001367024,0.0002074344,0.0004864497,0.0001158585,0.0003403451,0.000211951,0.0002337745,0.0005947358],"category_scores_gemma":[0.001878426,0.0001162605,0.0002289874,0.0004985967,0.0002766267,0.0002112666,0.000158562,0.0003076903,0.000133842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868789,"about_ca_system_score_gemma":0.0001438804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007274331,"about_ca_topic_score_gemma":0.0006509974,"domain_scores_codex":[0.9997897,0.00004144405,0.00001965678,0.00005465942,0.00005727843,0.00003731995],"domain_scores_gemma":[0.9985886,0.0005624776,0.0005503152,0.00008570656,0.00006353531,0.0001492718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003425347,0.00001960163,0.9950212,0.000007391671,0.00002299307,0.0001233975,0.00003797951,0.0001251492,0.0009224112,0.000008360753,0.00002887558,0.003340204],"study_design_scores_gemma":[0.000002931012,0.0001699068,0.9986346,0.00000129719,0.00001129664,0.0006007762,0.00003226798,0.000188775,0.0002601586,0.00001146423,0.00008344612,0.000002972766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99929,0.0003857309,0.0001199243,0.000006855902,0.000002823166,0.000002266674,0.00005156811,0.000004060101,0.0001366289],"genre_scores_gemma":[0.9998204,0.00004063273,0.0000363859,0.000003258383,0.000004828937,0.000001602798,0.00006428453,0.00000144964,0.0000271124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007274331,"threshold_uncertainty_score":0.001989603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735290191948674,"score_gpt":0.3512246630998648,"score_spread":0.3338717611803781,"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."}}