{"id":"W2024456369","doi":"10.1128/jcm.06090-11","title":"Novel Microsphere-Based Method for Detection and Typing of 46 Mucosal Human Papillomavirus Types","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Birds Canada; University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Genotyping; Typing; Human papillomavirus; Microsphere; Biology; Nucleic acid thermodynamics; Virology; DNA–DNA hybridization; In situ hybridization; DNA; Molecular biology; Genotype; Gene; Genetics; Base sequence; Medicine","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":[0.001601323,0.00008538624,0.0006488868,0.00007151331,0.0000384071,0.000003519008,0.00009159037,0.000227914,0.0004383505],"category_scores_gemma":[0.0007123622,0.00006118305,0.0002733995,0.00006732281,0.0002050589,0.0000248181,0.00003161656,0.0003948115,0.000001981429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002016233,"about_ca_system_score_gemma":0.0001524305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005594564,"about_ca_topic_score_gemma":0.00006636903,"domain_scores_codex":[0.9986041,0.0001162455,0.0009272156,0.0001449662,0.00003739615,0.0001701458],"domain_scores_gemma":[0.9981837,0.0006781031,0.0004247053,0.000106585,0.0004801034,0.0001268104],"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":[0.004730802,0.0003307479,0.007134664,0.0001417356,0.0001547411,0.00000314725,0.0000345969,5.859671e-7,0.8969043,0.00006630972,0.0001278806,0.09037045],"study_design_scores_gemma":[0.02445893,0.01801743,0.4277137,0.0001688938,0.0007143141,0.0007298525,0.0000953605,0.000220835,0.4977204,0.001541408,0.02833826,0.0002806261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9269071,0.001189907,0.06962982,0.0003950627,0.000547124,0.0003342358,0.00002827831,0.000009126664,0.0009593099],"genre_scores_gemma":[0.9508719,0.00006538234,0.04811051,0.0005111599,0.0003588009,0.000002185372,0.000002728029,0.00001379398,0.00006347195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.420579,"threshold_uncertainty_score":0.4799631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1880611035204167,"score_gpt":0.4796193383893839,"score_spread":0.2915582348689673,"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."}}