{"id":"W2329497463","doi":"10.1136/sextrans-2011-050108.109","title":"P1-S2.52 Risk factors for STIs among MSM attending a sexually transmitted disease clinic in Montreal, Canada","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sexually transmitted disease; Family medicine; Disease; Demography; Gynecology; Environmental health; Syphilis; Internal medicine; Human immunodeficiency virus (HIV)","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":[0.0002988598,0.0003857741,0.0002610382,0.001052252,0.002673591,0.0009757589,0.0009806817,0.0004174029,0.02482357],"category_scores_gemma":[0.001143607,0.0002775707,0.0004974481,0.001574354,0.0003362976,0.0002689496,0.0006370926,0.0005918429,0.0009689106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01098665,"about_ca_system_score_gemma":0.01875644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9872355,"about_ca_topic_score_gemma":0.9899604,"domain_scores_codex":[0.9996866,0.00002721443,0.00001225182,0.00005152328,0.00007696886,0.0001454736],"domain_scores_gemma":[0.9990368,0.00004093373,0.0001177097,0.0000128417,0.0003427385,0.0004490375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005779757,0.00005297914,0.9796724,0.00004703604,0.00003245587,0.0001424618,0.0002419838,0.00006476745,0.0001784416,0.0000867144,0.01144753,0.007975393],"study_design_scores_gemma":[0.00001777277,0.00004773907,0.9944215,0.00009145989,0.00002762736,0.0001284288,0.000940713,0.0002957245,0.00005288353,0.00002412198,0.003941613,0.00001031483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420531,0.002570615,0.0002715306,0.003194655,0.0001380397,0.0003029903,0.03248171,0.0001162174,0.01887117],"genre_scores_gemma":[0.9845259,0.000729647,0.0004516306,0.0004729971,0.00004751425,0.00007849233,0.004585274,0.00001930972,0.0090892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02482357,"threshold_uncertainty_score":0.08304316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0300833626964427,"score_gpt":0.2768585226043198,"score_spread":0.2467751599078771,"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."}}