{"id":"W2082618248","doi":"10.1097/00128360-200204000-00012","title":"2001 Consensus Guidelines for the Management of Women with Cervical Cytological Abnormalities","year":2002,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Consensus conference; MEDLINE; Gynecology; Colposcopy; Obstetrics; Internal medicine; Cervical cancer","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":[0.01147511,0.00153784,0.001863134,0.004463974,0.001702122,0.002519536,0.007583461,0.008338845,0.01529441],"category_scores_gemma":[0.03429761,0.0008835909,0.003185795,0.002768258,0.0009791926,0.002081754,0.002687423,0.00885101,0.01206759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005298079,"about_ca_system_score_gemma":0.0246393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01963723,"about_ca_topic_score_gemma":0.03042308,"domain_scores_codex":[0.9893088,0.00422874,0.001950256,0.0004466508,0.003625295,0.000440185],"domain_scores_gemma":[0.9769439,0.003578766,0.00153945,0.000396741,0.01623407,0.001307034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000572467,0.0002215252,0.0006418261,0.003852217,0.00007451503,0.000552649,0.0003634142,0.0006952381,0.0003046269,0.003935664,0.7359068,0.2533943],"study_design_scores_gemma":[0.0001418909,0.00009605743,0.001661004,0.02032632,0.0001282779,0.00106317,0.0003287754,0.0004769586,0.0002219799,0.004985483,0.9705211,0.00004889197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002779434,0.3197894,0.05720658,0.3725225,0.04482056,0.009952356,0.008307788,0.001511033,0.1831103],"genre_scores_gemma":[0.02100485,0.3654931,0.3519593,0.1004243,0.008923916,0.01657744,0.03253343,0.000652343,0.1024314],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01963723,"threshold_uncertainty_score":0.06068695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1239207338632569,"score_gpt":0.368677606771191,"score_spread":0.244756872907934,"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."}}