{"id":"W2519518149","doi":"10.1002/ijc.30385","title":"Human papillomavirus testing versus cytology in primary cervical cancer screening: End‐of‐study and extended follow‐up results from the Canadian cervical cancer screening trial","year":2016,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université de Montréal; Centre Hospitalier de l’Université de Montréal; Memorial University of Newfoundland; McGill University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Medicine; Cytology; Papanicolaou stain; Gynecology; Cervical cancer; Cervical intraepithelial neoplasia; Human papillomavirus; Obstetrics; Cancer; Papanicolaou Test; Papillomaviridae; Cervical cancer screening; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003168269,0.0009034085,0.002627971,0.0002721209,0.0006656801,0.001180334,0.000916456,0.001882119,0.004157118],"category_scores_gemma":[0.007806332,0.0002931897,0.002506684,0.0005485736,0.0006809147,0.0007247971,0.0004096805,0.002593667,0.0002354748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003443636,"about_ca_system_score_gemma":0.006992301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1429219,"about_ca_topic_score_gemma":0.2261816,"domain_scores_codex":[0.9978405,0.001166652,0.00009944412,0.0002486242,0.0002352127,0.0004095997],"domain_scores_gemma":[0.9966211,0.001209197,0.000594296,0.0002120938,0.000378834,0.0009844723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9589698,0.001566394,0.007967363,0.001580024,0.004351178,0.00008452052,0.00008666601,0.000706548,0.0002661057,0.0003280537,0.002660798,0.02143255],"study_design_scores_gemma":[0.8449771,0.03443895,0.09340895,0.001383119,0.01684411,0.0001420698,0.0001457513,0.002854314,0.0003843306,0.001281195,0.004053065,0.00008719075],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402744,0.04337162,0.0004689031,0.002396839,0.0007804129,0.001364041,0.004296104,0.00007344152,0.006974323],"genre_scores_gemma":[0.9893919,0.004625276,0.000428055,0.0009924475,0.0002699866,0.0006353808,0.001869562,0.000008129775,0.001779304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8570781,"threshold_uncertainty_score":0.28418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212996749146444,"score_gpt":0.4142069767047312,"score_spread":0.2929073017900867,"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."}}