{"id":"W2800694556","doi":"10.5114/jcb.2018.75604","title":"Don’t forget the bladder!","year":2018,"lang":"en","type":"article","venue":"Journal of Contemporary Brachytherapy","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brachytherapy; Medicine; Surgery; Radiation therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000385023,0.0001527154,0.0003528775,0.00008924856,0.0001172551,0.00003010694,0.0001695592,0.00006601479,0.0002957882],"category_scores_gemma":[0.00002630825,0.000080927,0.0002490663,0.0001586085,0.0001765577,0.0002428383,0.00001240028,0.0002503084,0.00002425018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004024984,"about_ca_system_score_gemma":0.0004664106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002641401,"about_ca_topic_score_gemma":0.000008018455,"domain_scores_codex":[0.998794,0.00007762151,0.000469485,0.0001114988,0.0003745552,0.0001729027],"domain_scores_gemma":[0.99882,0.00007136779,0.0003488139,0.0002811717,0.0003387421,0.0001398818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01978313,0.001817304,0.2228867,0.0000715545,0.005412557,0.001451113,0.007844293,0.000001754831,0.01938431,0.001174705,0.5449263,0.1752463],"study_design_scores_gemma":[0.01029085,0.008140655,0.05730768,0.0001551729,0.0001694656,0.002259049,0.0005423419,0.0000237615,0.01337397,0.002318686,0.9052227,0.000195631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8852515,0.01740092,0.001433889,0.03272182,0.001940983,0.0007421359,0.00001382841,0.0000472606,0.06044761],"genre_scores_gemma":[0.9874613,0.0003055461,0.0003526408,0.006999652,0.002746822,0.000004377895,0.000001836783,0.0000289873,0.002098781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3602964,"threshold_uncertainty_score":0.3300107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295499212706933,"score_gpt":0.3112015547251296,"score_spread":0.2782465625980603,"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."}}