{"id":"W4404258086","doi":"10.1371/journal.pone.0313322","title":"Enhancing daily oral PrEP adherence with digital communications: Protocol for a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Institute of Gender and Health; Canadian Institutes of Health Research","keywords":"Meta-analysis; Protocol (science); Medicine; MEDLINE; Systematic review; Bioinformatics; Medical physics; Computer science; Alternative medicine; Biology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.07459614,0.006318192,0.0195515,0.01028201,0.002940108,0.007749462,0.004695751,0.006613945,0.08918376],"category_scores_gemma":[0.115453,0.004945174,0.02571675,0.01083193,0.003780535,0.006822857,0.004545587,0.008413781,0.009327665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01356567,"about_ca_system_score_gemma":0.03544695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00603082,"about_ca_topic_score_gemma":0.01048991,"domain_scores_codex":[0.962785,0.01857106,0.009439914,0.003037293,0.004477698,0.001688981],"domain_scores_gemma":[0.9513606,0.02113294,0.01073317,0.004865547,0.0104145,0.001493118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01734883,0.0004386518,0.0008878494,0.8898624,0.01501948,0.0003886252,0.001093079,0.002026287,0.001059722,0.005608417,0.0369848,0.0292819],"study_design_scores_gemma":[0.1382803,0.004630591,0.008912077,0.5008084,0.06585334,0.0006411383,0.001472525,0.005695909,0.003661118,0.02872409,0.2402807,0.001039855],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003129705,0.002026084,0.002109199,0.0004126104,0.0003910453,0.9898837,0.004306738,0.0001588982,0.0003987082],"genre_scores_gemma":[0.0003125544,0.0004879694,0.002274285,0.0001277235,0.00001529475,0.9963505,0.0002668684,0.000008381798,0.0001563731],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08918376,"threshold_uncertainty_score":0.3945068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4108642469890619,"score_gpt":0.4778005056262528,"score_spread":0.06693625863719088,"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."}}