{"id":"W4224436935","doi":"10.1186/s13063-022-06085-3","title":"M2HepPrEP: study protocol for a multi-site multi-setting randomized controlled trial of integrated HIV prevention and HCV care for PWID","year":2022,"lang":"en","type":"article","venue":"Trials","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Université de Sherbrooke; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Institute on Drug Abuse; National Institutes of Health; University of Miami; Gilead Sciences","keywords":"Medicine; Pre-exposure prophylaxis; Hepatitis C; Randomized controlled trial; Referral; Harm reduction; Family medicine; Hepatitis C virus; Human immunodeficiency virus (HIV); Internal medicine; Men who have sex with men; Virology; Syphilis; Virus","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0174278,0.000328159,0.004605113,0.0002777753,0.0002552291,0.00003270628,0.0001377127,0.0001070925,0.0001090883],"category_scores_gemma":[0.02977142,0.000229668,0.0009079794,0.0001927016,0.00006490416,0.0000698505,0.00009684316,0.0002148606,0.000001521918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399657,"about_ca_system_score_gemma":0.0004110721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006244646,"about_ca_topic_score_gemma":0.00005051728,"domain_scores_codex":[0.9920868,0.003871885,0.002737448,0.0005455422,0.0004430416,0.000315283],"domain_scores_gemma":[0.9919434,0.005320764,0.001743778,0.0003802082,0.0005005483,0.0001113331],"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":[0.9673101,0.002565325,0.0001784236,0.0004637857,0.0009054388,0.000002715273,0.01764388,0.00003522715,0.002862036,0.000008966627,0.0003823143,0.007641814],"study_design_scores_gemma":[0.9423968,0.005866255,0.00001600367,0.0001365022,0.002126627,0.000001807262,0.03311746,0.01326251,0.0008309366,0.00002605691,0.002029283,0.0001897844],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.118127,0.0000566772,0.007850137,0.0001038187,0.0002809275,0.873105,0.0003387737,0.0000977581,0.00003992127],"genre_scores_gemma":[0.08612406,0.000001362982,0.01109448,0.00002984916,0.0002784828,0.9000732,0.0002086353,0.00006320482,0.002126709],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03200292,"threshold_uncertainty_score":0.9784012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1765684298959302,"score_gpt":0.4907359673556644,"score_spread":0.3141675374597342,"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."}}