{"id":"W2053929755","doi":"10.1097/olq.0000000000000125","title":"Evaluation of a New APTIMA Specimen Collection and Transportation Kit for High-Risk Human Papillomavirus E6/E7 Messenger RNA in Cervical and Vaginal Samples","year":2014,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Hospital; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Colposcopy; Human papillomavirus; Gynecology; Hybrid capture; Obstetrics; Cervical intraepithelial neoplasia; Cervical cancer; Internal medicine; 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":[0.01142474,0.0008120993,0.0006057624,0.00121471,0.0004286365,0.0008694113,0.001194905,0.001226526,0.001127988],"category_scores_gemma":[0.01742432,0.0006219708,0.0007079347,0.0005459218,0.0006979493,0.0006744055,0.0005973639,0.0005652116,0.0005183867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007752189,"about_ca_system_score_gemma":0.0007455919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001390114,"about_ca_topic_score_gemma":0.002049605,"domain_scores_codex":[0.9873728,0.004415863,0.0009645393,0.001696938,0.005255457,0.0002942691],"domain_scores_gemma":[0.986636,0.006607269,0.001492451,0.0007492012,0.00399664,0.0005185096],"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":[0.01191082,0.002664732,0.5137125,0.001619423,0.0006744056,0.0006739896,0.001886975,0.00244569,0.3328081,0.0003139242,0.002086692,0.1292027],"study_design_scores_gemma":[0.0008290716,0.04525283,0.638517,0.0003719752,0.001160815,0.008939728,0.001294525,0.02541742,0.2654387,0.0002270805,0.01235966,0.000191142],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766004,0.001570887,0.01794637,0.0003922362,0.0002346711,0.001033156,0.000696835,0.0002972944,0.001228089],"genre_scores_gemma":[0.9276252,0.0006577265,0.06651124,0.000649899,0.00008840374,0.0007572741,0.002382297,0.00006237569,0.001265732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01142474,"threshold_uncertainty_score":0.06042051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04263387916091953,"score_gpt":0.3408348799814561,"score_spread":0.2982010008205365,"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."}}