{"id":"W2103571623","doi":"10.1186/1742-6413-3-4","title":"Randomized clinical evaluation of self-screening for anal cancer precursors in men who have sex with men.","year":2006,"lang":"en","type":"article","venue":"CytoJournal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; St. Paul's Hospital; AIDS Vancouver; University of British Columbia","funders":"BC Cancer Agency; Michael Smith Health Research BC","keywords":"Medicine; Ascus (bryozoa); Concordance; McNemar's test; Biopsy; Cytology; Intraepithelial neoplasia; Men who have sex with men; Gynecology; Pathology; Cancer; Internal medicine; Prostate cancer; Human immunodeficiency virus (HIV); Family medicine","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":[0.004263345,0.000791418,0.0016981,0.0005077985,0.0008978372,0.0008014563,0.0006801286,0.001693352,0.00813972],"category_scores_gemma":[0.0140803,0.0005361889,0.0007609932,0.0003932275,0.001087853,0.0007661665,0.0006754919,0.00124969,0.001467816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008226768,"about_ca_system_score_gemma":0.001951137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001197528,"about_ca_topic_score_gemma":0.001656041,"domain_scores_codex":[0.9953052,0.003164726,0.0003711264,0.0005980259,0.0002943588,0.0002665739],"domain_scores_gemma":[0.9905875,0.003215617,0.002593566,0.0005859598,0.001005101,0.002012153],"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":[0.9353271,0.0148867,0.02216397,0.0003256176,0.0002636838,0.00007873133,0.0001805185,0.0001823748,0.0007438421,0.00007003619,0.000693468,0.02508402],"study_design_scores_gemma":[0.5613592,0.3788434,0.05534313,0.00009250464,0.0003894769,0.0001468205,0.0002073143,0.001138814,0.0006131214,0.0002653268,0.001570343,0.00003050072],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845783,0.0007896398,0.0003085994,0.0003474535,0.000307844,0.01163204,0.0003594626,0.00004540102,0.001631277],"genre_scores_gemma":[0.9826828,0.0003064653,0.001741043,0.0004963477,0.0002724153,0.01330279,0.0004172164,0.000007844015,0.0007731933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00813972,"threshold_uncertainty_score":0.02723008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09116513070490083,"score_gpt":0.4533433392614412,"score_spread":0.3621782085565404,"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."}}