{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007040633,0.0002663849,0.001313426,0.0001014743,0.00058462,0.0001998914,0.001335389,0.000168922,0.003318617],"category_scores_gemma":[0.001522633,0.000141959,0.0002108979,0.000357974,0.0001258175,0.0001845397,0.0007485076,0.0009538772,0.00003885562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002449662,"about_ca_system_score_gemma":0.0004469033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006075667,"about_ca_topic_score_gemma":0.01450748,"domain_scores_codex":[0.9940894,0.003254266,0.0008502688,0.0003945473,0.0007788551,0.000632686],"domain_scores_gemma":[0.9947971,0.003559647,0.000192754,0.001030989,0.0002092233,0.0002103479],"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":[0.9753718,0.001773385,0.004716866,0.00005469822,0.0004785145,0.00009940506,0.003386063,0.000002339875,0.0004316709,0.0002491721,0.0005279745,0.01290809],"study_design_scores_gemma":[0.9220389,0.004293046,0.06754979,0.00008740616,0.000269342,0.000007331949,0.003953002,0.00004944877,0.00003196566,0.0001750519,0.001317682,0.0002270748],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181814,0.0001134822,0.0000382711,0.006159917,0.0003040451,0.05079411,0.00001508885,0.00007042974,0.02432324],"genre_scores_gemma":[0.9840834,0.00003144417,0.0001380069,0.001146166,0.0005599947,0.01368913,0.00001159689,0.00003983951,0.00030043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06590197,"threshold_uncertainty_score":0.9975925,"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."}}