{"id":"W6987126311","doi":"","title":"Secondary Prevention of Anal Cancer among Men living with HIV: Acceptability and Suitability of Anal Pap Cytology and HPV DNA Type Testing","year":2021,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anal cancer; Health literacy; Cancer screening; Men who have sex with men; Cohort; Literacy; Cancer; Risk perception; Cohort study","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":[0.002032343,0.0001492593,0.0002689279,0.0004738196,0.0006852088,0.0009954879,0.0003424966,0.0003566868,0.003802218],"category_scores_gemma":[0.007249958,0.0001560085,0.0005581771,0.000575977,0.000289355,0.0005869399,0.0006604557,0.000498727,0.0002554788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008972992,"about_ca_system_score_gemma":0.001576842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04314485,"about_ca_topic_score_gemma":0.09349301,"domain_scores_codex":[0.9987804,0.0003663483,0.00007506259,0.00008198522,0.000490608,0.0002055751],"domain_scores_gemma":[0.9978193,0.0004859653,0.000841101,0.00007382064,0.0005418148,0.0002380197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007163321,0.0001595515,0.9758214,0.0001105767,0.0000578807,0.00004199721,0.002094316,0.00004373701,0.0001614758,0.00007270592,0.0004095924,0.0209551],"study_design_scores_gemma":[0.000005040671,0.0001307833,0.9962954,0.00007818214,0.00002717907,0.00006232718,0.002373422,0.0001231588,0.0000944529,0.00004804289,0.0007569865,0.000004884515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994333,0.0004993129,0.0001101559,0.0004419345,0.00001013938,0.0000852829,0.0003369933,0.000003150901,0.004180007],"genre_scores_gemma":[0.9985828,0.0003267757,0.00013165,0.00007577425,0.00001068836,0.00003049725,0.0001841726,9.224306e-7,0.000656635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04314485,"threshold_uncertainty_score":0.08578742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190575517367236,"score_gpt":0.3122030058807742,"score_spread":0.2902972507071018,"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."}}