{"id":"W1964956014","doi":"10.1016/j.urology.2006.08.1029","title":"V-05.10","year":2006,"lang":"en","type":"article","venue":"Urology","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York Central Hospital","funders":"","keywords":"Medicine; Surgery; General surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005245701,0.0005784042,0.0006052064,0.001228025,0.0009626812,0.003460535,0.001110513,0.001547055,0.9413123],"category_scores_gemma":[0.001868322,0.0003386455,0.0004369342,0.0009603034,0.0003680468,0.000825689,0.001528543,0.001269071,0.9135447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007713876,"about_ca_system_score_gemma":0.0007341345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003173217,"about_ca_topic_score_gemma":0.004260532,"domain_scores_codex":[0.9997241,0.0000381952,0.00001259661,0.00006716842,0.00009311958,0.00006484422],"domain_scores_gemma":[0.9990863,0.000147718,0.00002401958,0.0001507529,0.0002448047,0.0003464298],"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":[0.0001291401,0.0001237385,0.0005555696,0.0001636315,0.000007532894,0.00006304599,0.00004791011,0.0001033736,0.0007642011,0.008066855,0.8343927,0.1555823],"study_design_scores_gemma":[0.00004003253,0.00004258442,0.001157642,0.0001029347,0.000003164015,0.00009674554,0.00004111583,0.0001013992,0.0002837393,0.001043475,0.9970804,0.000006719014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002763073,0.0001413892,0.0004247483,0.0005679607,0.0003823604,0.00005288748,0.003610157,0.001389264,0.9931548],"genre_scores_gemma":[0.001838297,0.0001107514,0.0003467957,0.0002659711,0.00006581125,0.00002711998,0.002472122,0.0004263945,0.9944468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05868769,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191145434885987,"score_gpt":0.2656971367338283,"score_spread":0.2537856823849685,"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."}}