{"id":"W2919360893","doi":"","title":"The use of human papillomavirus testing to monitor effectiveness of treatment of high-grade intraepithelial abnormalities of the cervix","year":2004,"lang":"en","type":"article","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Human papillomavirus; Cervix; Medicine; Cervical intraepithelial neoplasia; Koilocyte; Virology; Internal medicine; Cervical cancer; 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":[0.004920047,0.000382443,0.0008621784,0.00220541,0.0003079092,0.0009150626,0.0006012042,0.001098472,0.0007508093],"category_scores_gemma":[0.0221993,0.0002030789,0.0005191957,0.001180948,0.0006771042,0.0009667832,0.0002152712,0.001104698,0.0001734664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007328315,"about_ca_system_score_gemma":0.0007519277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003225208,"about_ca_topic_score_gemma":0.003541206,"domain_scores_codex":[0.995725,0.002352971,0.0002620485,0.0002328091,0.00131203,0.0001151074],"domain_scores_gemma":[0.9792542,0.01385792,0.003177215,0.0006800142,0.002320462,0.0007101619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002276785,0.0005236337,0.9041038,0.0002539592,0.0003004375,0.0001657791,0.0001346414,0.0006325587,0.002528527,0.0002695127,0.000848446,0.08796189],"study_design_scores_gemma":[0.000134453,0.007628205,0.9702367,0.0001961605,0.0005691123,0.002132845,0.0003000293,0.006118222,0.007002949,0.0005583714,0.005079654,0.00004339766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357637,0.04093681,0.00295255,0.002202926,0.0004854506,0.0001451714,0.0008987868,0.0001186026,0.01649589],"genre_scores_gemma":[0.9934959,0.003720606,0.001592112,0.0003440498,0.0001320857,0.00002615061,0.0001830192,0.000007100406,0.0004989632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004920047,"threshold_uncertainty_score":0.02602005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09406653406687625,"score_gpt":0.3531467668403439,"score_spread":0.2590802327734676,"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."}}