{"id":"W2528541399","doi":"10.1136/bmjopen-2016-011754","title":"Community-randomised controlled trial embedded in the Anishinaabek Cervical Cancer Screening Study: human papillomavirus self-sampling versus Papanicolaou cytology","year":2016,"lang":"en","type":"article","venue":"BMJ Open","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario HIV Treatment Network; University of Toronto; Public Health Agency of Canada; Public Health Ontario; University of British Columbia; BC Centre for Disease Control; NOSM University; Thunder Bay Regional Health Sciences Centre; Thunder Bay Regional Research Institute; University of Ottawa; Lakehead University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Papanicolaou stain; Cervical cancer; Human papillomavirus; Cytology; Papanicolaou Test; Gynecology; Cervical cancer screening; Clinical trial; Cancer; Obstetrics; 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":[0.008757297,0.003780436,0.01013889,0.001150857,0.001569724,0.002593501,0.002306553,0.006429168,0.02143317],"category_scores_gemma":[0.01867952,0.001565091,0.003951278,0.001354865,0.002724915,0.002751832,0.001568659,0.005094503,0.001817201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002700593,"about_ca_system_score_gemma":0.006796186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005907598,"about_ca_topic_score_gemma":0.01052179,"domain_scores_codex":[0.9903367,0.006174551,0.0007576944,0.001222363,0.0006333582,0.0008753565],"domain_scores_gemma":[0.993225,0.002908051,0.001217245,0.0005468337,0.0006839054,0.001418823],"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":[0.9858282,0.004556119,0.0001272274,0.002730496,0.0007709633,0.00003107559,0.00006878815,0.0002251409,0.0002519088,0.0002142842,0.0004976224,0.00469822],"study_design_scores_gemma":[0.9862871,0.01251816,0.0001875265,0.0001195581,0.0002425318,0.000006202564,0.00001709023,0.0001686099,0.00004029618,0.0001341877,0.0002697535,0.000008996011],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7233738,0.01581141,0.00497853,0.003061756,0.009241944,0.2303787,0.004010149,0.0008220308,0.008321816],"genre_scores_gemma":[0.7038244,0.004399634,0.01233704,0.00200984,0.00152738,0.2648544,0.001258118,0.0000617249,0.00972744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02143317,"threshold_uncertainty_score":0.07170111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3059894619431021,"score_gpt":0.5260477214064609,"score_spread":0.2200582594633588,"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."}}