{"id":"W2165460976","doi":"10.6000/1927-7229.2012.01.02.3","title":"Comparison of APTIMA HPV E6/E7 mRNA and Hybrid Capture 2 Assays using Wet and Dry Self-Collected Flocked Vaginal Swabs and PreservCyt L-Pap Samples","year":2012,"lang":"en","type":"article","venue":"Journal of Analytical Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Hybrid capture; Colposcopy; Gynecology; Internal medicine; Cervical cancer; Cancer; Cervical intraepithelial neoplasia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006255989,0.0008304684,0.0006815656,0.00166403,0.0002456176,0.0009056882,0.0006577499,0.001133599,0.0008654993],"category_scores_gemma":[0.01331423,0.0008929542,0.0006048229,0.0007061919,0.0008406073,0.0007203883,0.0008778517,0.0005702562,0.0005072617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004741005,"about_ca_system_score_gemma":0.0001916839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469425,"about_ca_topic_score_gemma":0.002260311,"domain_scores_codex":[0.9899008,0.003671697,0.0008374348,0.002077491,0.003021321,0.0004912484],"domain_scores_gemma":[0.9867029,0.008164162,0.001671965,0.001144057,0.001995782,0.000321213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007893382,0.000548911,0.685875,0.0006966044,0.001429193,0.0002583414,0.001786117,0.003268909,0.2565592,0.0002497146,0.0004578532,0.04097681],"study_design_scores_gemma":[0.0002012527,0.008235671,0.7126945,0.00009823587,0.0005936394,0.002263109,0.000481227,0.01785242,0.2558063,0.0002081486,0.001472143,0.00009325048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921623,0.0007593554,0.005364018,0.00002646864,0.00003245048,0.00006965874,0.0002017585,0.00007083586,0.001313205],"genre_scores_gemma":[0.9895303,0.000222294,0.008452768,0.00009005101,0.00002344859,0.00008636394,0.0009332064,0.0000217857,0.0006396687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006255989,"threshold_uncertainty_score":0.03308523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08224911550873742,"score_gpt":0.4184166826752834,"score_spread":0.3361675671665459,"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."}}