{"id":"W2051919869","doi":"10.1038/ncpuro0188","title":"Who should be treating erectile dysfunction?","year":2005,"lang":"en","type":"editorial","venue":"Nature Clinical Practice Urology","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre","funders":"","keywords":"Medicine; Erectile dysfunction; Intensive care medicine; Internal medicine","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003241186,0.0007786807,0.00207429,0.0003644995,0.0003973131,0.00007327901,0.0002526438,0.01100623,0.001966042],"category_scores_gemma":[0.2118483,0.0006496507,0.0007110623,0.0005398621,0.0004034338,0.0003621234,0.0002386866,0.01978206,0.0009402338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002429972,"about_ca_system_score_gemma":0.000963887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006459407,"about_ca_topic_score_gemma":0.0000778742,"domain_scores_codex":[0.9929148,0.001069278,0.001919472,0.001745762,0.00163734,0.0007133561],"domain_scores_gemma":[0.9479088,0.0465861,0.001377221,0.001113146,0.002530674,0.0004840714],"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":[0.007623194,0.0009698168,0.0005142135,0.00006478544,0.001344704,0.0001987843,0.00004585729,0.000005767983,0.000002523814,0.0001241092,0.9702104,0.01889587],"study_design_scores_gemma":[0.004499132,0.003939492,0.0007730343,0.00003681957,0.003379663,0.0002321456,0.0002330933,0.00004589256,0.000001524107,0.00002664545,0.9863565,0.0004760829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005594319,0.005385598,0.0001765098,0.04547486,0.8362984,0.0005644374,0.00006736676,0.0004813044,0.1114956],"genre_scores_gemma":[0.0003668202,0.003176335,0.001129054,0.06195007,0.8796362,0.0000741562,0.0006428408,0.0001471737,0.05287736],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2086071,"threshold_uncertainty_score":0.9998376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06239480692250778,"score_gpt":0.4657736191404449,"score_spread":0.4033788122179371,"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."}}