{"id":"W2953618356","doi":"10.1136/bmjopen-2018-028768","title":"Cohort profile: l’Actuel Pre-Exposure Prophylaxis (PrEP) Cohort study in Montreal, Canada","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Gilead Sciences; World Health Organization","keywords":"Medicine; Cohort; Pre-exposure prophylaxis; Human immunodeficiency virus (HIV); Demography; Incidence (geometry); Cohort study; Men who have sex with men; Population; Prospective cohort study; Family medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008191886,0.0005577448,0.00052055,0.001213178,0.002884993,0.001403086,0.001667954,0.0005476839,0.005038317],"category_scores_gemma":[0.001508128,0.0004588403,0.0006445018,0.002829284,0.0004890827,0.0005590021,0.0008848453,0.0008857129,0.0007412996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0172426,"about_ca_system_score_gemma":0.017789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873309,"about_ca_topic_score_gemma":0.9897687,"domain_scores_codex":[0.9988754,0.00007659241,0.00005132363,0.0003126149,0.0003068442,0.0003771679],"domain_scores_gemma":[0.9986045,0.00003970431,0.0002165434,0.00007929983,0.0006790146,0.0003810078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002161259,0.00005943837,0.9802097,0.0001021649,0.0001955054,0.0001788513,0.0004871111,0.000153169,0.0003511738,0.0003502016,0.01181938,0.005877139],"study_design_scores_gemma":[0.00003552256,0.00005770447,0.9940866,0.00009276842,0.00006193462,0.0001089329,0.0004246577,0.0002469961,0.00006854263,0.00004529652,0.004748579,0.00002243491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8652259,0.005253415,0.001622171,0.001485773,0.0001134276,0.001274926,0.1127751,0.000130588,0.01211881],"genre_scores_gemma":[0.974291,0.00145746,0.0009724449,0.0007331752,0.00004750497,0.0003631405,0.01632305,0.00004098286,0.005771194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0172426,"threshold_uncertainty_score":0.1251044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041342305396059,"score_gpt":0.3749516920883634,"score_spread":0.3445382690344028,"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."}}