{"id":"W3181820343","doi":"10.1016/j.tvr.2021.200224","title":"Comparison of Alinity m HPV and cobas HPV assays on cervical specimens in diverse storage media","year":2021,"lang":"en","type":"article","venue":"Tumour Virus Research","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John’s Health Sciences Centre; Hamilton Health Sciences; McGill University; Memorial University of Newfoundland; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Abbott Molecular","keywords":"Concordance; Kappa; Medicine; Cytology; Liquid-based cytology; Cervical screening; Human papillomavirus; Gynecology; Cervical cancer; Internal medicine; Pathology; 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":[0.0115547,0.0009969206,0.000902181,0.001916029,0.0005549298,0.001431126,0.00127438,0.001287592,0.0009895001],"category_scores_gemma":[0.02266088,0.0008730674,0.000610199,0.001106145,0.000919156,0.0008437342,0.001492685,0.0005347581,0.0007315724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000641006,"about_ca_system_score_gemma":0.0004443903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002399957,"about_ca_topic_score_gemma":0.004521902,"domain_scores_codex":[0.9752583,0.01028882,0.001801466,0.004382225,0.007508563,0.0007607631],"domain_scores_gemma":[0.9806805,0.009352873,0.002796128,0.002045086,0.004740092,0.0003852211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01397115,0.0004993452,0.5706204,0.001584744,0.001302016,0.0003652546,0.005266364,0.002073126,0.3415697,0.0003581983,0.0009299782,0.06145981],"study_design_scores_gemma":[0.0002344719,0.005452578,0.6413971,0.0004512526,0.0009028121,0.00289568,0.002029976,0.01288533,0.3292256,0.0002860354,0.004079112,0.0001602606],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800116,0.003100084,0.0118061,0.0001175072,0.0001222672,0.0001724595,0.0004905497,0.0002221057,0.003957233],"genre_scores_gemma":[0.9785625,0.0009223025,0.01683091,0.0001688327,0.00005142238,0.0001889249,0.001585316,0.00008315,0.001606541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0115547,"threshold_uncertainty_score":0.06110781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.251336478029157,"score_gpt":0.4851542639962448,"score_spread":0.2338177859670879,"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."}}