{"id":"W2105687427","doi":"10.1002/ijc.21897","title":"Randomized controlled trial of human papillomavirus testing versus Pap cytology in the primary screening for cervical cancer precursors: Design, methods and preliminary accrual results of the Canadian cervical cancer screening trial (CCCaST)","year":2006,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada); Hôpital Notre-Dame; McMaster University; McGill University; St. John’s Health Sciences Centre; Université de Montréal","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Medicine; Colposcopy; Cervical cancer; Pap test; Randomized controlled trial; Gynecology; Cancer; Cytology; Cervical intraepithelial neoplasia; Obstetrics; Human papillomavirus; Oncology; HPV infection; Internal medicine; Cervical cancer screening; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005951857,0.0002470535,0.001600656,0.0003904144,0.0001523182,0.000055267,0.0006363707,0.0002187561,0.000222785],"category_scores_gemma":[0.003627767,0.0001429662,0.0005791875,0.000314374,0.0004379084,0.000132479,0.0001096486,0.0007293222,6.313837e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000514915,"about_ca_system_score_gemma":0.002215501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1245342,"about_ca_topic_score_gemma":0.1007531,"domain_scores_codex":[0.9945926,0.001498508,0.001935994,0.0002841562,0.001279492,0.0004092342],"domain_scores_gemma":[0.9878418,0.008827382,0.001284923,0.0001964606,0.001687808,0.0001615779],"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":[0.9513402,0.0001959885,0.001213518,0.00006228949,0.0009556728,0.00001981491,0.0003740588,0.001118285,0.0006281581,0.0001378929,0.0002891467,0.04366495],"study_design_scores_gemma":[0.9641855,0.002009479,0.02845711,0.0005226977,0.0008331327,0.00002490693,0.0001152553,0.002133852,0.0007605766,0.0004104943,0.000407866,0.0001391118],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9205433,0.01915106,0.006168647,0.02574048,0.005547137,0.01683136,0.0005015159,0.00002180153,0.005494685],"genre_scores_gemma":[0.9912796,0.0002565646,0.004291239,0.0003974328,0.002830532,0.000825002,0.000008487085,0.00003020563,0.00008092513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07073629,"threshold_uncertainty_score":0.9156559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437956318676479,"score_gpt":0.4659907525355141,"score_spread":0.3221951206678662,"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."}}