{"id":"W2060155885","doi":"10.5489/cuaj.2699","title":"2015 CUA Practice guidelines for erectile dysfunction","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University; Université de Montréal; University of Calgary; University of Ottawa","funders":"","keywords":"Erectile dysfunction; Medicine; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001982086,0.000142989,0.0002745054,0.000203864,0.0003527644,0.00009432049,0.000054118,0.0002426487,0.0004282349],"category_scores_gemma":[0.04024485,0.0001117832,0.000133243,0.0002588202,0.00002041171,0.0002346557,0.00001055911,0.0003937917,0.0002756974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385664,"about_ca_system_score_gemma":0.0009339786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000799429,"about_ca_topic_score_gemma":0.0003444708,"domain_scores_codex":[0.9983281,0.0001206805,0.0004669639,0.0002059251,0.0004771716,0.0004011071],"domain_scores_gemma":[0.9909292,0.0003368653,0.0003166661,0.00009963447,0.007255248,0.001062362],"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":[0.0003792568,0.00004420523,0.03094525,0.000002395376,0.0001484034,0.00001438855,0.0000763891,0.00007607717,0.00001692383,0.000208819,0.9638599,0.004228044],"study_design_scores_gemma":[0.002214948,0.0008782726,0.01680317,0.000005698536,0.0001699862,0.0005547624,0.001362152,0.0002779704,0.000006923486,0.0004696797,0.9771379,0.0001185288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01970749,0.002264908,0.01472431,0.8958465,0.01310981,0.0009602924,0.00006428114,0.0002655514,0.05305689],"genre_scores_gemma":[0.3617643,0.0005960886,0.02440274,0.4960201,0.02328248,0.0002248262,0.0002503436,0.0001150802,0.09334405],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3998264,"threshold_uncertainty_score":0.9678396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308256772936788,"score_gpt":0.3719533851015072,"score_spread":0.2411277078078284,"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."}}