{"id":"W4256474450","doi":"10.1038/sj.modpathol.3800846","title":"Genitourinary","year":2006,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Genitourinary system; Medicine; Pathology; Anatomy","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":[0.00008994829,0.0001003518,0.0002179466,0.00008431185,0.00008603981,0.000001098301,0.00004572305,0.0001923073,0.00007851293],"category_scores_gemma":[0.00001999532,0.00008644974,0.00005946575,0.00005764504,0.0002011045,0.00001840039,0.00005271221,0.0001853437,0.0001714054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001182458,"about_ca_system_score_gemma":0.00002774095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007703411,"about_ca_topic_score_gemma":0.00001120757,"domain_scores_codex":[0.9992659,0.00004428118,0.0001370363,0.0002349722,0.00005528125,0.0002625281],"domain_scores_gemma":[0.9996645,0.00004300827,0.00003271377,0.0001962012,0.00003127281,0.00003232882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00122534,0.001116226,0.8049015,0.00003134761,0.0002942116,0.01793174,0.0003855817,0.00004503285,0.0510329,0.002615273,0.1102188,0.01020199],"study_design_scores_gemma":[0.001618198,0.0005965502,0.9598953,9.144633e-7,0.000261204,0.004809503,0.000008383411,0.0002213192,0.0006172041,0.0179209,0.01390762,0.0001429286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634899,0.003051937,0.001368065,0.003855952,0.0001698555,0.00009508166,0.000003271625,0.0001183059,0.02784764],"genre_scores_gemma":[0.9931733,0.00006878295,0.0007376292,0.002282261,0.0005452059,0.0000220537,0.00001608729,0.00001114691,0.003143537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1549937,"threshold_uncertainty_score":0.3525318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00941098326029452,"score_gpt":0.2368972851341961,"score_spread":0.2274863018739016,"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."}}