{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003406354,0.00005013787,0.0001261946,0.00003272909,0.00003972661,7.358439e-7,0.00002326572,0.00006883199,0.0005973947],"category_scores_gemma":[0.00001950307,0.00004076545,0.00003293078,0.00004258218,0.0001114662,0.00001137318,0.0000248774,0.00007351847,0.0006682193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007027747,"about_ca_system_score_gemma":0.00001354924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001139215,"about_ca_topic_score_gemma":0.00002116149,"domain_scores_codex":[0.9996373,0.00001532733,0.00007784977,0.0001015329,0.00003102433,0.0001369736],"domain_scores_gemma":[0.9998147,0.00004100578,0.0000150474,0.00008757327,0.000020626,0.00002104424],"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":[0.001739269,0.001133446,0.1314684,0.00003232171,0.000214784,0.002871901,0.0001479218,0.00003894292,0.004920591,0.01572682,0.835489,0.006216623],"study_design_scores_gemma":[0.0008341497,0.001949415,0.1212149,4.751415e-7,0.00007344687,0.0005742304,0.00001050661,0.00001987212,0.0001908305,0.002066324,0.8730171,0.00004870961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6736147,0.001020713,0.00004931938,0.01270677,0.0002168541,0.00008040558,0.000001429339,0.00006639137,0.3122434],"genre_scores_gemma":[0.9535238,0.000005306951,0.0001002879,0.002216099,0.0002693451,0.000006910258,0.000007743659,0.000004372799,0.04386616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2799091,"threshold_uncertainty_score":0.858883,"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."}}