{"id":"W2795860152","doi":"10.1016/j.urology.2018.06.049","title":"Multi-institutional Prospective Analysis of Intralesional Injection of Collagenase Clostridium Histolyticum, Tunical Plication, and Partial Plaque Excision and Grafting for the Management of Peyronie's Disease","year":2018,"lang":"en","type":"article","venue":"Urology","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Peyronie's disease; Penile curvature; Surgery; Prospective cohort study; Deformity; PEG ratio; Tunica albuginea (penis); Erectile dysfunction; Urology; Penis","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":[0.0001899121,0.00007309607,0.0002314208,0.0001434516,0.0001247362,0.000001777408,0.00002527234,0.00004273987,0.00003613036],"category_scores_gemma":[0.0001570861,0.00004942873,0.00005760763,0.0002232826,0.000584958,0.00002453903,0.0000485294,0.00004065351,4.624666e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002550939,"about_ca_system_score_gemma":0.00004325221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002317143,"about_ca_topic_score_gemma":0.00002176729,"domain_scores_codex":[0.999294,0.00002776599,0.0002811854,0.0001957263,0.0001232925,0.00007798099],"domain_scores_gemma":[0.9991652,0.0002188775,0.0001422507,0.0001275771,0.0002946527,0.00005145034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06063923,0.003061442,0.7815189,0.001127276,0.01499332,0.00001683469,0.003714975,0.003026608,0.02741953,0.08674163,0.003761865,0.01397836],"study_design_scores_gemma":[0.003522337,0.001427491,0.9382848,0.00001790464,0.003851856,0.0000160923,0.0004521398,0.04744359,0.001682712,0.0001461975,0.003076914,0.0000779478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199687,0.0005941896,0.07739951,0.001154915,0.0001842341,0.0005811017,0.0000460232,0.00001196562,0.00005937762],"genre_scores_gemma":[0.9988121,0.0001004739,0.0007379337,0.0001050651,0.0000667135,0.0000497492,0.00002402496,0.000003517727,0.0001004493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1567659,"threshold_uncertainty_score":0.2155302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285794213496411,"score_gpt":0.3142546885124645,"score_spread":0.2813967463775003,"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."}}