{"id":"W2901731388","doi":"10.1097/ogx.0000000000000608","title":"Effect of Screening With Primary Cervical HPV Testing vs Cytology Testing on High-grade Cervical Intraepithelial Neoplasia at 48 Months: The HPV FOCAL Randomized Clinical Trial","year":2018,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Medicine; Cervical intraepithelial neoplasia; Cytology; Human papillomavirus; Gynecology; Cervical cancer; Cervical screening; Papillomaviridae; Cervical cancer screening; Obstetrics; Internal medicine; Cancer; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01385066,0.000860557,0.00427792,0.0002868472,0.000670362,0.00009960668,0.0009862287,0.001248657,0.003388374],"category_scores_gemma":[0.2027938,0.0004340797,0.0008258008,0.002874,0.003868751,0.00009416284,0.0009862761,0.003015221,0.000248999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005209041,"about_ca_system_score_gemma":0.0004177539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008562275,"about_ca_topic_score_gemma":0.0003447295,"domain_scores_codex":[0.978743,0.01314195,0.002529106,0.001652839,0.002180564,0.001752555],"domain_scores_gemma":[0.731869,0.2640636,0.0006720043,0.001034386,0.001173151,0.001187878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5888462,0.001224665,0.1551608,0.0001272698,0.0002859229,0.0002420446,0.00002165303,0.00001545974,0.00003483239,0.00009259894,0.0004053757,0.2535432],"study_design_scores_gemma":[0.2832016,0.03891062,0.67362,0.00003725868,0.0003569233,0.00007177157,0.0000080597,0.002719014,0.0001991092,0.00007021795,0.0004229548,0.0003823669],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798154,0.0003470551,0.001122238,0.001411826,0.001273702,0.005182086,0.00006856631,0.0002955426,0.01048361],"genre_scores_gemma":[0.9921618,0.00003614003,0.003526754,0.001606586,0.001979703,0.0003377695,0.0001169156,0.00009472747,0.0001396027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5184593,"threshold_uncertainty_score":0.9998111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09023237234492208,"score_gpt":0.3668108026386407,"score_spread":0.2765784302937186,"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."}}