{"id":"W90565828","doi":"10.1016/s1701-2163(16)30662-4","title":"The Detection and Management of Vaginal Atrophy","year":2004,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrophy; Gynecology; Obstetrics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001313035,0.00005808215,0.0001699867,0.00007038949,0.0001088035,0.000006693705,0.00002870632,0.00003157377,0.000009480036],"category_scores_gemma":[0.0001616734,0.0000346047,0.000006567803,0.0001207244,0.00004047401,0.00002391807,0.00001383104,0.0001121429,1.060715e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004403189,"about_ca_system_score_gemma":0.0004295067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006457067,"about_ca_topic_score_gemma":0.007950214,"domain_scores_codex":[0.9993719,0.00001395339,0.00025838,0.00005254694,0.0001698479,0.0001332992],"domain_scores_gemma":[0.9992105,0.0002402956,0.0002204354,0.00006092259,0.00010501,0.000162873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001699904,0.0002487388,0.06363194,0.0007394589,0.001316375,0.008362968,0.0001294563,0.00005356161,0.0002719397,0.001395631,0.0003214306,0.9233585],"study_design_scores_gemma":[0.007643116,0.004151326,0.9715672,0.00002109838,0.0003084459,0.0003210642,0.0001361867,0.000006754751,0.0001312711,0.000480435,0.01518602,0.000047139],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828362,0.01325145,0.00005008696,0.0009588023,0.002269417,0.0001310382,0.000002176954,9.155926e-7,0.0004998617],"genre_scores_gemma":[0.9967294,0.002692774,0.0003343893,0.0001603003,0.00001105592,8.885258e-7,1.980477e-7,0.000003881038,0.00006708382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9233114,"threshold_uncertainty_score":0.9761197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407333439530842,"score_gpt":0.257820482810838,"score_spread":0.2437471484155296,"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."}}