{"id":"W2155450639","doi":"10.5858/2003-127-1169-ahptit","title":"Adjunctive human papillomavirus testing in the 2-year follow-up of women with low-grade cervical cytologic abnormalities: a randomized trial and economic evaluation.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Human papillomavirus; Medicine; Cytology; Randomized controlled trial; Gynecology; Cervical intraepithelial neoplasia; Papillomaviridae; Obstetrics; Cervical cancer; Surgery; Pathology; 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":[0.005726455,0.002203107,0.00398857,0.001394354,0.0006679023,0.001455146,0.001697209,0.00432344,0.008213538],"category_scores_gemma":[0.01091345,0.001134868,0.005740903,0.001065983,0.001817795,0.001582077,0.0009285918,0.003972396,0.0005869869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002323154,"about_ca_system_score_gemma":0.002699149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003964846,"about_ca_topic_score_gemma":0.004162829,"domain_scores_codex":[0.9942577,0.004350606,0.0002887289,0.0003872255,0.0002796461,0.0004361509],"domain_scores_gemma":[0.9938529,0.00343987,0.001228743,0.0002747506,0.0002741967,0.0009296241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9859058,0.00418262,0.0005050147,0.0008923932,0.001029777,0.00003634908,0.00001842131,0.0003911481,0.0001400465,0.00008808638,0.0001763325,0.00663399],"study_design_scores_gemma":[0.9670892,0.03045547,0.0006177764,0.00008979049,0.0008195005,0.00001871361,0.00001472214,0.0005686692,0.00006253686,0.0001128298,0.0001415815,0.000009408934],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618827,0.01737125,0.001669051,0.001655513,0.001513627,0.01259492,0.001130333,0.0001459529,0.002036588],"genre_scores_gemma":[0.9772891,0.004708757,0.002561034,0.0008901063,0.0006604572,0.01213244,0.0005615276,0.00001196852,0.001184599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008213538,"threshold_uncertainty_score":0.03028476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06564328985840341,"score_gpt":0.3118641958816863,"score_spread":0.2462209060232829,"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."}}