{"id":"W2324502913","doi":"10.1136/sextrans-2011-050108.108","title":"P1-S2.51 Sexually transmitted HCV in MSM in Montreal","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Hepatitis C virus research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Syphilis; Hepatitis C; Men who have sex with men; Transmission (telecommunications); Condom; Sexual transmission; Sexual intercourse; Population; Demography; Human immunodeficiency virus (HIV); Anal intercourse; Sexually transmitted disease; Gynecology; Virology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007127143,0.0004897786,0.0007841916,0.001689152,0.0001562408,0.00004017338,0.0002931824,0.0005052808,0.002322844],"category_scores_gemma":[0.0002092426,0.0005004334,0.0001889264,0.002567734,0.0002694309,0.0004259782,0.00003080022,0.00162665,0.0003833251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003287668,"about_ca_system_score_gemma":0.0005980005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0256036,"about_ca_topic_score_gemma":0.1255849,"domain_scores_codex":[0.9958238,0.0003963861,0.001069152,0.0008370987,0.0006923039,0.001181275],"domain_scores_gemma":[0.9982466,0.0002663252,0.0000782859,0.0007143511,0.0002069759,0.0004874374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006708872,0.005245505,0.8305484,0.0003090536,0.0002894883,0.001141577,0.01681422,0.0000595139,0.005566607,0.0005988921,0.000812039,0.1379438],"study_design_scores_gemma":[0.00765027,0.001722688,0.977535,0.0002328707,0.000108037,0.00009495606,0.000644969,0.001278249,0.0009472396,0.0009471505,0.008202811,0.0006357384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8846011,0.0001868299,0.002292872,0.0007106608,0.0002793834,0.001581275,0.00006678366,0.0003506751,0.1099305],"genre_scores_gemma":[0.9958528,0.0003245148,0.0007264668,0.0005842515,0.0001281898,0.0003886376,0.0001065492,0.0001150007,0.001773629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1469866,"threshold_uncertainty_score":0.9997447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03655802648715662,"score_gpt":0.3030065182005,"score_spread":0.2664484917133433,"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."}}