{"id":"W2107106826","doi":"10.1093/jnci/djn486","title":"Prognostic Value of Measuring Load of Human Papillomavirus DNA in Cervical Samples: An Elusive Target","year":2009,"lang":"en","type":"letter","venue":"JNCI Journal of the National Cancer Institute","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Human papillomavirus; Value (mathematics); Cervical cancer; Virology; DNA; Oncology; Medicine; Biology; Internal medicine; Genetics; Statistics; Mathematics; 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":[0.003677329,0.000392224,0.001722395,0.000582186,0.0009593058,0.001549075,0.001070171,0.01161316,0.001698629],"category_scores_gemma":[0.03651971,0.0004353039,0.0005877805,0.0006696887,0.001364231,0.002127891,0.0004466497,0.009974369,0.001478529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001485427,"about_ca_system_score_gemma":0.001246575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002446346,"about_ca_topic_score_gemma":0.003522863,"domain_scores_codex":[0.9971582,0.001422916,0.0004353829,0.0002327722,0.0005167251,0.0002340473],"domain_scores_gemma":[0.9778426,0.01736385,0.0007163124,0.0006852848,0.002259587,0.001132378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001944232,0.000369546,0.3267928,0.0004892296,0.000229202,0.02324807,0.0006344383,0.0008793066,0.004276288,0.004404517,0.4149827,0.2217496],"study_design_scores_gemma":[0.001594591,0.003934286,0.2968402,0.002650449,0.001432055,0.1370858,0.00438286,0.02561089,0.007684703,0.06185132,0.4563965,0.0005363367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04032887,0.01010955,0.001029487,0.9306183,0.0107721,0.00003231983,0.000270905,0.00007120626,0.006767308],"genre_scores_gemma":[0.4659768,0.0121804,0.003341897,0.3952586,0.1180621,0.00009094757,0.0003153343,0.00006912688,0.004704863],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01161316,"threshold_uncertainty_score":0.0194478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250239706520433,"score_gpt":0.3918950107379449,"score_spread":0.2668710400859016,"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."}}