{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002132437,0.001928111,0.003570383,0.0004695383,0.0004556459,0.001239173,0.001169279,0.002776582,0.01016667],"category_scores_gemma":[0.004889687,0.000640795,0.002824765,0.0004270898,0.001203094,0.001649089,0.0006398555,0.003912902,0.001080025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008767253,"about_ca_system_score_gemma":0.0012259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664745,"about_ca_topic_score_gemma":0.002358783,"domain_scores_codex":[0.9986324,0.000812194,0.00009801653,0.0002390261,0.00007091716,0.0001474353],"domain_scores_gemma":[0.9980991,0.0008878982,0.0003466269,0.000140225,0.00009345187,0.0004327547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9863822,0.001763755,0.0004351132,0.0009556387,0.001649203,0.00002754747,0.00002397516,0.0001819368,0.0004253337,0.0001415309,0.0006970866,0.007316567],"study_design_scores_gemma":[0.9614288,0.03313044,0.001765771,0.0002039008,0.002212178,0.00003417796,0.00003470017,0.000287831,0.0001682602,0.0003106567,0.0004044794,0.00001877295],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563395,0.02667444,0.0007974543,0.003222727,0.002416921,0.003143257,0.0017988,0.0001642124,0.005442698],"genre_scores_gemma":[0.9852658,0.004624316,0.001134102,0.001753828,0.0010214,0.002393843,0.0009377311,0.00001897846,0.002850011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016667,"threshold_uncertainty_score":0.03401089,"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."}}