{"id":"W7162025306","doi":"10.82308/19536","title":"Randomized controlled trial of human papillomavirus testing versus Pap cytology for primary screening of cervical cancer precursors","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colposcopy; Papanicolaou stain; Cytology; Cervical intraepithelial neoplasia; Randomized controlled trial; Cervical cancer; Papanicolaou Test; Pap test","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008807682,0.002789665,0.006253862,0.0007242534,0.0009304446,0.001876253,0.002172188,0.003982013,0.01390313],"category_scores_gemma":[0.01754822,0.0009366795,0.003861595,0.0007288488,0.00246203,0.001299213,0.0007679902,0.004037291,0.001115137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004668297,"about_ca_system_score_gemma":0.01015664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02546713,"about_ca_topic_score_gemma":0.02836441,"domain_scores_codex":[0.9919243,0.005201429,0.0005210125,0.001046426,0.00060245,0.0007043593],"domain_scores_gemma":[0.992554,0.003714332,0.001454133,0.0004215353,0.000770446,0.001085563],"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":[0.9909846,0.001351721,0.0003001849,0.001160757,0.001238662,0.0000134953,0.0000329963,0.0002199623,0.0001486544,0.0001929098,0.0004979027,0.00385827],"study_design_scores_gemma":[0.9743634,0.02273239,0.0004846075,0.0001253668,0.001047361,0.000007685068,0.00001510124,0.0004654475,0.00009000392,0.000234231,0.0004241866,0.00001030153],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8879331,0.01963525,0.003357899,0.004130643,0.0081666,0.06256452,0.004917044,0.0005146269,0.008780211],"genre_scores_gemma":[0.9274987,0.00467846,0.005701554,0.002294081,0.0014136,0.0482032,0.001478453,0.0000352114,0.00869685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02546713,"threshold_uncertainty_score":0.05063778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09257325017823359,"score_gpt":0.4484259957073949,"score_spread":0.3558527455291614,"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."}}