{"id":"W4244717427","doi":"10.1016/j.juro.2006.11.162","title":"Editorial Comment","year":2007,"lang":"es","type":"editorial","venue":"The Journal of Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Urology; Library science; Ophthalmology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003229436,0.0004781827,0.001295383,0.0002397421,0.0001924305,0.00002413272,0.0007363415,0.001628119,0.0004906816],"category_scores_gemma":[0.001778592,0.0002469478,0.0004801839,0.0001669732,0.0004937545,0.0000513501,0.0001751165,0.003929746,0.0002148639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614189,"about_ca_system_score_gemma":0.0004934707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008403949,"about_ca_topic_score_gemma":0.000006851089,"domain_scores_codex":[0.9954731,0.000727892,0.001270689,0.0002056513,0.001647156,0.0006755547],"domain_scores_gemma":[0.9925361,0.004219906,0.001580042,0.0004363646,0.0009246159,0.0003029732],"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":[0.01104625,0.0009986556,0.000298901,0.00002795349,0.001475078,0.0002889761,0.0002337127,0.00001453054,0.00003242706,0.00004799051,0.9836881,0.001847422],"study_design_scores_gemma":[0.006536048,0.01535562,0.0008138944,0.00004034783,0.003847394,0.0002015794,0.00009343267,0.00000394897,0.000007166386,0.0007835657,0.9721518,0.0001652698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002497148,0.005288064,0.0001384744,0.01037132,0.979804,0.0002995481,0.00003282184,0.000009899369,0.001558754],"genre_scores_gemma":[0.02718259,0.007863914,0.00002703175,0.002620551,0.9620126,0.000001892303,0.00002934541,0.00004463311,0.0002173751],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02468544,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380577026806676,"score_gpt":0.2986636442444436,"score_spread":0.2848578739763769,"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."}}