{"id":"W2144119531","doi":"10.1158/1055-9965.epi-13-0173","title":"Primary hrHPV DNA Testing in Cervical Cancer Screening: How to Manage Screen-Positive Women? A POBASCAM Trial Substudy","year":2013,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"Vrije Universiteit Amsterdam","keywords":"Medicine; Triage; Cytology; Confidence interval; Cervical intraepithelial neoplasia; Genotyping; Cervical cancer; Population; Gynecology; Clinical endpoint; Internal medicine; Cancer; Obstetrics; Randomized controlled trial; Genotype; 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":[0.002087163,0.0008077133,0.002279659,0.0003100511,0.0003244352,0.0009395307,0.000449852,0.001647458,0.003121716],"category_scores_gemma":[0.002767151,0.0002866717,0.002094748,0.0005376593,0.0004223663,0.0006421491,0.0003069499,0.001688914,0.0004288386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005668398,"about_ca_system_score_gemma":0.0008545198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589394,"about_ca_topic_score_gemma":0.003934062,"domain_scores_codex":[0.9992262,0.0005308376,0.00004737805,0.00007195864,0.00004364217,0.00007995477],"domain_scores_gemma":[0.9989998,0.0003899504,0.0002075461,0.0001056672,0.00008504499,0.0002120749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8416721,0.006476023,0.01589952,0.006034769,0.00695085,0.0001504793,0.0002819612,0.0007851364,0.00206417,0.00024311,0.006503958,0.1129379],"study_design_scores_gemma":[0.7611133,0.142168,0.06437534,0.001739703,0.01905215,0.0002599607,0.0002487349,0.001620165,0.0007662985,0.0008070233,0.007796936,0.00005235571],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296073,0.05773473,0.0004343334,0.003089596,0.0005886571,0.002707502,0.001810239,0.00006038889,0.003967209],"genre_scores_gemma":[0.9756752,0.01518188,0.0005975951,0.001605683,0.0008173458,0.003513819,0.001358869,0.00001186664,0.001237726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003121716,"threshold_uncertainty_score":0.01103806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094382782539314,"score_gpt":0.3994269692899648,"score_spread":0.2899886910360334,"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."}}