{"id":"W2069461401","doi":"10.1016/j.jcv.2010.12.003","title":"Comparative evaluation of AMPLICOR HPV PCR and Linear Array assays on SurePath liquid-based Pap samples for the detection of high-risk HPV genotypes","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Virology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Ascus (bryozoa); Kappa; Medicine; Liquid-based cytology; Cervical cancer; Pap test; Gynecology; Genotype; Cytology; Cervical cancer screening; Human papillomavirus; Concordance; Virology; Internal medicine; Cancer; Biology; Pathology; Mathematics; Gene","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":[0.007815101,0.001515422,0.001265558,0.002049608,0.0004610076,0.001560984,0.001383119,0.001731888,0.001623134],"category_scores_gemma":[0.01622125,0.001862045,0.0009269291,0.001162692,0.001070302,0.001443973,0.0007683281,0.0014035,0.0009164783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006163665,"about_ca_system_score_gemma":0.0007016754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286865,"about_ca_topic_score_gemma":0.003009192,"domain_scores_codex":[0.9878785,0.005363344,0.0004818738,0.001998949,0.003619239,0.0006580371],"domain_scores_gemma":[0.9698139,0.02430198,0.001171978,0.001242602,0.003055463,0.0004140406],"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":[0.01405669,0.0006435234,0.0322249,0.0006318671,0.0004001197,0.0001411592,0.001197212,0.001476923,0.8987358,0.000510917,0.0002896603,0.04969117],"study_design_scores_gemma":[0.0002587229,0.01250154,0.09540823,0.0001032776,0.0008714329,0.001581174,0.0003793964,0.02228072,0.8638854,0.0003502708,0.002256152,0.000123706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345732,0.006709695,0.05366071,0.0002611399,0.0002301806,0.0002838022,0.0007676763,0.0006547849,0.00285888],"genre_scores_gemma":[0.9150943,0.002443517,0.07647859,0.0004457059,0.0001036049,0.0004428329,0.001573615,0.0001577953,0.003260044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007815101,"threshold_uncertainty_score":0.04133075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2132312174093924,"score_gpt":0.4853119720784159,"score_spread":0.2720807546690235,"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."}}