{"id":"W2335747767","doi":"10.1097/lgt.0000000000000058","title":"Cervical Conization for Cervical Intraepithelial Neoplasia (CIN) 2 and 3 in HIV-Positive Women","year":2014,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Cervical intraepithelial neoplasia; Endocervical curettage; Cervical conization; Hysterectomy; Odds ratio; Curettage; Confidence interval; Cervicitis; Gynecology; Colposcopy; Viral load; Gastroenterology; Obstetrics; Internal medicine; Surgery; Cervical cancer; Human immunodeficiency virus (HIV); Cancer; Immunology","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":[0.0003976886,0.0002015903,0.0001921148,0.0004815795,0.0004827425,0.0003272715,0.0001908448,0.0003596226,0.00104639],"category_scores_gemma":[0.001318454,0.0001336777,0.0002377889,0.0004074962,0.0003009232,0.0002603447,0.0003133737,0.0002579636,0.0000922241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968238,"about_ca_system_score_gemma":0.0002883853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00210925,"about_ca_topic_score_gemma":0.002526112,"domain_scores_codex":[0.9997806,0.00006538056,0.00001557111,0.00004688961,0.00004212845,0.00004942932],"domain_scores_gemma":[0.9994103,0.0001481589,0.0003013738,0.00002391508,0.00003402002,0.00008217208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001872585,0.00003570985,0.998237,0.000007488104,0.00001434883,0.0001268001,0.0000621146,0.000009005834,0.0001377341,0.000005984653,0.00001747232,0.001158944],"study_design_scores_gemma":[0.00001222556,0.0004815211,0.9980677,0.00001152812,0.00002468461,0.0008162962,0.0002714711,0.0000878699,0.0001121614,0.00001957978,0.00009211559,0.000002809116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996866,0.0002084163,0.0000103827,0.000008032794,0.000001085707,0.000003483705,0.00001990478,4.897088e-7,0.00006162579],"genre_scores_gemma":[0.9998152,0.00008659389,0.00001427145,0.000008383139,0.000003447834,0.000003231627,0.00003345028,1.888044e-7,0.00003529275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00210925,"threshold_uncertainty_score":0.004193902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088895463390453,"score_gpt":0.2884774780256285,"score_spread":0.2775885233917239,"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."}}