{"id":"W2156674905","doi":"10.1128/jcm.40.3.902-907.2002","title":"Use of PGMY Primers in L1 Consensus PCR Improves Detection of Human Papillomavirus DNA in Genital Samples","year":2002,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; McGill University; Centre Hospitalier de l’Université de Montréal; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Hôpital Notre-Dame","funders":"","keywords":"Amplicon; Typing; Primer (cosmetics); Biology; Molecular biology; Virology; Polymerase chain reaction; Concordance; Papillomaviridae; Cervical cancer; Genetics; Gene; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001033126,0.0001039988,0.0009715531,0.0003112247,0.00001375649,0.000003526319,0.0001126175,0.0002799937,0.0004698186],"category_scores_gemma":[0.00157506,0.00007950348,0.0002934963,0.0002041674,0.0004912349,0.00003859629,0.00005168731,0.0007839878,0.000003880963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005956685,"about_ca_system_score_gemma":0.0001034043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003108791,"about_ca_topic_score_gemma":0.0006855059,"domain_scores_codex":[0.9971988,0.0003321093,0.001979641,0.0001607557,0.00009142095,0.0002373258],"domain_scores_gemma":[0.9975506,0.001279402,0.0006051079,0.0001524392,0.000295053,0.0001173885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001974246,0.0006128469,0.05518986,0.00007413258,0.00008288995,0.00004991765,0.00009337784,0.000002153437,0.8970553,0.00001073474,0.0001125762,0.04474196],"study_design_scores_gemma":[0.007717574,0.006028724,0.8642302,0.0001017806,0.00007893741,0.0003011636,0.0001511908,0.00001987696,0.1185594,0.0002167864,0.002474998,0.0001193981],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983385,0.0008034648,0.00000693191,0.0003041869,0.0001917619,0.0001638484,0.00001519518,0.000002436457,0.0001736943],"genre_scores_gemma":[0.9988034,0.0004756654,0.0003460513,0.0001451729,0.0001568288,0.000001014561,0.000002417341,0.00001001359,0.00005938177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8090403,"threshold_uncertainty_score":0.5144184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2227010055447431,"score_gpt":0.4288771887546701,"score_spread":0.206176183209927,"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."}}