{"id":"W2198820876","doi":"10.1002/jmv.24453","title":"Sensitivity of APTIMA HPV E6/E7 mRNA test in comparison with hybrid capture 2 HPV DNA test for detection of high risk oncogenic human papillomavirus in 396 biopsy confirmed cervical cancers","year":2015,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Chittaranjan National Cancer Institute","keywords":"Cervical cancer; Cervical intraepithelial neoplasia; Medicine; Papillomaviridae; Human papillomavirus; Virology; Kappa; Hybrid capture; Cancer; Oncology; Internal medicine; Gynecology; Biology","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":[0.003336649,0.000220185,0.001454169,0.0004381423,0.00003752105,0.000006004473,0.0002241063,0.0004173503,0.000514242],"category_scores_gemma":[0.003788118,0.0001603991,0.0001696048,0.0004007732,0.0007224985,0.00006568126,0.00007350608,0.001691768,0.000002456394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005448672,"about_ca_system_score_gemma":0.001250445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01125901,"about_ca_topic_score_gemma":0.01690743,"domain_scores_codex":[0.9961483,0.0004163093,0.001248789,0.0002862162,0.001413078,0.0004872417],"domain_scores_gemma":[0.9960489,0.001818181,0.0007079211,0.0002298613,0.0005980052,0.0005971006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02627494,0.004275149,0.728924,0.0008733064,0.0004880182,0.002817858,0.001270388,0.0004812634,0.08658831,0.00005265314,0.0009400033,0.1470141],"study_design_scores_gemma":[0.02348859,0.01102394,0.9339393,0.0001438062,0.0002721794,0.001366926,0.0005118267,0.006058013,0.02191645,0.0002594864,0.0008260438,0.0001934808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946793,0.0007772703,0.001037798,0.002629908,0.00018364,0.0004146829,0.00006931819,0.000007983659,0.0002000955],"genre_scores_gemma":[0.9989653,0.0001753244,0.0001784622,0.0002784903,0.0003378511,0.00001440976,0.0000129562,0.00002638062,0.00001079561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2050152,"threshold_uncertainty_score":0.9953251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0352222667905038,"score_gpt":0.3453884399564401,"score_spread":0.3101661731659364,"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."}}