{"id":"W2145328132","doi":"","title":"Comparison of self-collected vaginal, vulvar and urine samples with physician-collected cervical samples for human papillomavirus testing to detect high-grade squamous intraepithelial lesions.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":258,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Colposcopy; Medicine; Cervical intraepithelial neoplasia; Cytology; Cervix; Gynecology; Urine; Human papillomavirus; Biopsy; Squamous carcinoma; Cervical cancer; Pathology; Internal medicine; Carcinoma; 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":[0.001216572,0.0002682968,0.0001866939,0.0009136695,0.0002321083,0.0004892766,0.0002447193,0.0003914131,0.0007653608],"category_scores_gemma":[0.004491605,0.0001731559,0.0001718171,0.0004637351,0.0002340912,0.0002760437,0.0002154636,0.0002217229,0.0001645896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002818502,"about_ca_system_score_gemma":0.0002647033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127294,"about_ca_topic_score_gemma":0.002227789,"domain_scores_codex":[0.9989673,0.0003103334,0.000087696,0.000207975,0.0003469863,0.00007971602],"domain_scores_gemma":[0.9974986,0.0009372481,0.0005587548,0.0001505551,0.0005640923,0.0002907908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002216047,0.0001035167,0.9941751,0.00002300299,0.00005162554,0.000098107,0.0001064254,0.00003723309,0.002565322,0.00001215704,0.00006594655,0.002540014],"study_design_scores_gemma":[0.00002340343,0.0009141047,0.9932483,0.00001306743,0.00003804538,0.001211832,0.0002143205,0.0006001014,0.003268145,0.00001401211,0.0004494558,0.000005128202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991716,0.0002316692,0.0001822731,0.00001231907,0.000008727932,0.00002193003,0.000128054,0.000004894918,0.0002385406],"genre_scores_gemma":[0.9991421,0.00005847523,0.0003736612,0.00002850442,0.000006804032,0.00001229199,0.0002682104,0.000002138299,0.0001079027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00127294,"threshold_uncertainty_score":0.006433964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0723715956981869,"score_gpt":0.3274792671529559,"score_spread":0.255107671454769,"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."}}