{"id":"W1987309043","doi":"10.1046/j.1526-0976.2000.41003.x","title":"Hybrid Capture Human Papillomavirus Testing as an Adjunct to the Follow-Up of Patients with ASCUS and LGSIL Pap Smears: A Study of a Screening Population","year":2000,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Middlesex London Health Unit; London Health Sciences Centre","funders":"","keywords":"Ascus (bryozoa); Colposcopy; Medicine; Papanicolaou stain; Squamous intraepithelial lesion; Population; Gynecology; Obstetrics; Cervical cancer; Cervical intraepithelial neoplasia; Cancer; Internal 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":[0.001148538,0.0004426082,0.0004058617,0.000773936,0.0005646484,0.0006109224,0.0003615108,0.0007172744,0.0008862016],"category_scores_gemma":[0.005535524,0.00036914,0.0006441216,0.0006309334,0.000495353,0.0007209359,0.0004351214,0.0007468125,0.0001989557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006800927,"about_ca_system_score_gemma":0.000514514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004422477,"about_ca_topic_score_gemma":0.003507703,"domain_scores_codex":[0.9988734,0.0004427617,0.00007636936,0.0002038203,0.0002422047,0.0001614408],"domain_scores_gemma":[0.9980358,0.0007396601,0.0005424146,0.00009770384,0.0001942621,0.0003901296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006220052,0.0004144998,0.9961666,0.000007407608,0.00004682212,0.0002949008,0.0001417736,0.00005725562,0.0002286312,0.000007966341,0.00003663196,0.001975518],"study_design_scores_gemma":[0.0001280663,0.003648225,0.9934256,0.00001047115,0.00008879601,0.001356886,0.0003490976,0.0006816919,0.0001773673,0.00001916466,0.000104296,0.00001023639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998086,0.00006242457,0.00002260557,0.00001151228,0.000001439661,0.000006756889,0.00001669984,7.626013e-7,0.00006920096],"genre_scores_gemma":[0.9997712,0.00004488166,0.00004149232,0.00002313273,0.00000830163,0.000009671772,0.00006066046,6.674858e-7,0.00004007485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004422477,"threshold_uncertainty_score":0.008793473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963388118843679,"score_gpt":0.3143562109089044,"score_spread":0.2847223297204676,"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."}}