{"id":"W4320080132","doi":"10.1007/978-3-030-71112-2_25-1","title":"Urethral Bulking Agents","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001604334,0.0007863543,0.0004829206,0.000912103,0.0006265384,0.0009702926,0.0005768728,0.0007441707,0.08464507],"category_scores_gemma":[0.0003017463,0.0002943122,0.0003583152,0.0006115778,0.0003495409,0.0007907226,0.0008871804,0.001860206,0.0378663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002578505,"about_ca_system_score_gemma":0.0004562241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008694192,"about_ca_topic_score_gemma":0.002702772,"domain_scores_codex":[0.9998195,0.00001760315,0.000006335362,0.00002557879,0.0001095308,0.00002149014],"domain_scores_gemma":[0.9999217,0.00002294126,0.00001066388,0.00001043872,0.00001895187,0.00001539601],"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":[0.00008669117,0.0001852221,0.0001361482,0.0008808142,0.00001104442,0.0005750267,0.0001837695,0.0002301454,0.01182458,0.01804709,0.1973169,0.7705225],"study_design_scores_gemma":[0.000007105306,0.00007165725,0.0002853133,0.0002211098,0.000007477459,0.001198978,0.00004735672,0.0001001323,0.002931956,0.001552166,0.9935682,0.0000085764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003281493,0.07534782,0.006714548,0.001357217,0.002237017,0.0001165468,0.0003702218,0.0005744474,0.9100007],"genre_scores_gemma":[0.0072361,0.02905678,0.003618197,0.001257456,0.0004346606,0.00005273107,0.0002713826,0.0001551142,0.9579176],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08464507,"threshold_uncertainty_score":0.2831659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05322359104243291,"score_gpt":0.2808031025929046,"score_spread":0.2275795115504717,"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."}}