{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001990466,0.0005227443,0.0006314643,0.000751194,0.0001295982,0.0005375845,0.0003751744,0.0007223705,0.001756328],"category_scores_gemma":[0.00432321,0.0005899803,0.0002790233,0.0003117242,0.0003221249,0.0005656454,0.0006325314,0.0004613931,0.0007562386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002545107,"about_ca_system_score_gemma":0.0001674915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002080207,"about_ca_topic_score_gemma":0.0004713903,"domain_scores_codex":[0.9974275,0.0008296535,0.0001523119,0.0009369163,0.0004717189,0.000181914],"domain_scores_gemma":[0.9980736,0.0009894052,0.0004091037,0.0002039076,0.000215884,0.0001082095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00078585,0.00006850832,0.04531076,0.0002692178,0.00004191338,0.0001775162,0.0001869363,0.000516233,0.9026333,0.00007538604,0.000260197,0.04967423],"study_design_scores_gemma":[0.0001083129,0.002490818,0.24687,0.0001261318,0.0001873807,0.006141573,0.0002254919,0.007118101,0.7303099,0.0002235136,0.006150831,0.00004809014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693104,0.001822218,0.02704652,0.000106276,0.00002609552,0.00005707009,0.0002159308,0.0004235718,0.0009919102],"genre_scores_gemma":[0.9400299,0.0005150354,0.05756953,0.0001497596,0.00003213632,0.00009664919,0.000571529,0.00007759437,0.0009578528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001990466,"threshold_uncertainty_score":0.01052672,"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."}}