{"id":"W4409550952","doi":"10.3390/siuj6020031","title":"Epidemiological Insights into Erectile Dysfunction in the United States: A Google Trends Analysis","year":2025,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Erectile dysfunction; Epidemiology; Medicine; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001169301,0.0002142331,0.000493532,0.001897781,0.0003465267,0.00007292363,0.0002266834,0.0001789023,0.001329726],"category_scores_gemma":[0.001689916,0.0001273085,0.0004137538,0.00286511,0.0001490513,0.0001278338,0.0000735225,0.0009305449,0.00002699382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003606777,"about_ca_system_score_gemma":0.00009268877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002104513,"about_ca_topic_score_gemma":0.000158584,"domain_scores_codex":[0.9977643,0.0005035833,0.0006992507,0.0003191806,0.0004535382,0.0002601261],"domain_scores_gemma":[0.9975778,0.001436623,0.000246191,0.0002243734,0.0004391212,0.000075929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00215553,0.001126631,0.7597166,0.00002402688,0.005156524,0.0001632201,0.003414982,0.01100076,0.0001134254,0.00650387,0.1774649,0.03315957],"study_design_scores_gemma":[0.002322451,0.0004887058,0.6349802,0.0000219195,0.0006587748,0.00008553948,0.007666131,0.008925003,0.00001392141,0.005979493,0.3387206,0.0001372272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9014573,0.001052669,0.02352515,0.0362561,0.002243515,0.00020364,0.000005120196,0.0001308827,0.0351256],"genre_scores_gemma":[0.9659655,0.001021868,0.0002090592,0.02225978,0.0003732873,0.00005792414,0.0002567564,0.000006645841,0.009849181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1612558,"threshold_uncertainty_score":0.9995832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06700573038828522,"score_gpt":0.3843459061459909,"score_spread":0.3173401757577057,"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."}}