{"id":"W3118891513","doi":"10.1016/j.jsxm.2020.11.013","title":"Comparing and Contrasting Peyronie's Disease Guidelines: Points of Consensus and Deviation","year":2021,"lang":"en","type":"review","venue":"The Journal of Sexual Medicine","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Peyronie's disease; Medicine; Penile prosthesis; Erectile dysfunction; Guideline; Gold standard (test); Sexual medicine; Intervention (counseling); Intensive care medicine; Disease; Evidence-based medicine; General surgery; Surgery; Alternative medicine; Internal medicine; Pathology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001676691,0.0002734541,0.002379802,0.000221377,0.00009853014,0.000007132734,0.00005870279,0.00007789846,0.00004841438],"category_scores_gemma":[0.005315065,0.0001362467,0.00004511801,0.0002193984,0.0003389168,0.00003097727,0.00006921696,0.0004328689,0.00000112301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004399143,"about_ca_system_score_gemma":0.0002593149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000243434,"about_ca_topic_score_gemma":0.000002963355,"domain_scores_codex":[0.9974311,0.000245784,0.001532646,0.0001531845,0.000497436,0.0001398229],"domain_scores_gemma":[0.9956779,0.001587208,0.001330112,0.0001843088,0.0009707928,0.0002496628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008115823,0.0001515904,0.005224632,0.02390348,0.003033789,0.0002164911,0.00103874,0.000004379131,0.00009452311,0.0001833119,0.01837093,0.9469665],"study_design_scores_gemma":[0.008189681,0.004460886,0.009982222,0.08947233,0.03400555,0.008827222,0.01202219,0.0001453036,0.000001430088,0.00005334126,0.8323888,0.0004510701],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006097936,0.990607,0.0002493547,0.002136273,0.0005022352,0.0002793993,0.000003835962,0.000008926991,0.0001150456],"genre_scores_gemma":[0.002545718,0.9956857,0.0001416853,0.0004691512,0.0008190857,0.000002036075,0.00001179329,0.00002338989,0.000301438],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9465155,"threshold_uncertainty_score":0.6363013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2911553715433444,"score_gpt":0.4317108833643785,"score_spread":0.1405555118210342,"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."}}