{"id":"W2116458357","doi":"10.1093/jnci/djn065","title":"Results at Recruitment From a Randomized Controlled Trial Comparing Human Papillomavirus Testing Alone With Conventional Cytology as the Primary Cervical Cancer Screening Test","year":2008,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":309,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Istituto Oncologico Veneto; Ontario Institute for Regenerative Medicine; Università degli Studi di Torino; Università degli Studi di Padova; Università degli Studi di Firenze; Università degli Studi di Verona","keywords":"Colposcopy; Medicine; Cytology; Gynecology; Cervical cancer; Cervical intraepithelial neoplasia; Cancer; Papillomaviridae; Obstetrics; Internal medicine; Oncology; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03092203,0.003609846,0.008964753,0.0008959041,0.000810728,0.002758886,0.001462651,0.006762958,0.02156467],"category_scores_gemma":[0.04715056,0.001199277,0.007909008,0.001016998,0.001839682,0.003803401,0.0007199394,0.004691119,0.001978312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114119,"about_ca_system_score_gemma":0.003072747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006714775,"about_ca_topic_score_gemma":0.0007592034,"domain_scores_codex":[0.9625875,0.02567693,0.003255098,0.004360552,0.002344123,0.001775893],"domain_scores_gemma":[0.9715929,0.01856419,0.004791811,0.001398501,0.001977482,0.001675079],"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":[0.9699365,0.001352264,0.001453149,0.00587723,0.008043122,0.00007142837,0.00006057493,0.0004241011,0.0004033112,0.0003413362,0.002184759,0.009852271],"study_design_scores_gemma":[0.955379,0.02390696,0.004826176,0.0009250109,0.01096685,0.00005874792,0.00002955259,0.0007098757,0.0003293879,0.0009582578,0.001871893,0.00003838714],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6352365,0.1487426,0.01833942,0.01479504,0.01531162,0.1050434,0.02867636,0.001572438,0.03228259],"genre_scores_gemma":[0.8805059,0.007754924,0.009486872,0.00802811,0.002119247,0.07988284,0.004350123,0.0001320925,0.007739962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03092203,"threshold_uncertainty_score":0.1635333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.236334529717342,"score_gpt":0.4101571231532563,"score_spread":0.1738225934359143,"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."}}