{"id":"W4415902040","doi":"10.1093/jsxmed/qdag063.027","title":"(027) Genitourinary Syndrome of Lactation: Patient-Reported Survey of Symptom Burden, Care Gaps, and Treatment Utilization in the Postpartum Period","year":2025,"lang":"en","type":"article","venue":"The Journal of Sexual Medicine","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University","funders":"","keywords":"Genitourinary system; Postpartum period; Population; Period (music); MEDLINE","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":[0.001266959,0.0001335786,0.0002537276,0.0007045285,0.0003922612,0.0005569769,0.0003346807,0.0003661573,0.001806163],"category_scores_gemma":[0.002651613,0.0001874825,0.0004008126,0.001328285,0.0001642046,0.0004442254,0.0006087135,0.0004157299,0.0004166494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005105109,"about_ca_system_score_gemma":0.0006114409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100803,"about_ca_topic_score_gemma":0.01208095,"domain_scores_codex":[0.9993513,0.0002422595,0.0001329187,0.00007646305,0.0001038051,0.00009327884],"domain_scores_gemma":[0.9980265,0.0002682651,0.001140455,0.00005788331,0.0002132344,0.0002936461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002805245,0.00005112447,0.9984755,0.00001927207,0.00001681351,0.0000193296,0.0001001614,0.00001250066,0.00003287915,0.000005422347,0.0002591849,0.0009798011],"study_design_scores_gemma":[0.000006639053,0.0001222899,0.9989681,0.00001353654,0.000008217783,0.00008164621,0.0004844069,0.0000794619,0.00002345894,0.000004738052,0.0002053327,0.00000207641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940932,0.0001473797,0.00005331008,0.0001236011,0.000005078645,0.00006015752,0.004889345,0.000006273706,0.000621684],"genre_scores_gemma":[0.9972265,0.0001439338,0.0001839281,0.0001254733,0.000008776274,0.0001428371,0.001914532,0.000001554593,0.0002524209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100803,"threshold_uncertainty_score":0.02004325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06825238477164842,"score_gpt":0.3366708589616104,"score_spread":0.268418474189962,"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."}}