{"id":"W4210771012","doi":"10.2196/preprints.15080","title":"A Web-Based Intervention to Reduce Decision Conflict Regarding HIV Pre-Exposure Prophylaxis: Protocol for a Clinical Trial (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pre-exposure prophylaxis; Medicine; Family medicine; Intervention (counseling); Population; Human immunodeficiency virus (HIV); Men who have sex with men; Public health; Preprint; Environmental health; Nursing","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":[0.02172228,0.003716721,0.005989683,0.001751089,0.003439343,0.004824197,0.002575111,0.005938026,0.1958733],"category_scores_gemma":[0.03684144,0.002892875,0.005075749,0.002038677,0.002304573,0.0034238,0.002093913,0.007916536,0.0292855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004953586,"about_ca_system_score_gemma":0.01772673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003425627,"about_ca_topic_score_gemma":0.006776167,"domain_scores_codex":[0.9881357,0.00682086,0.001586674,0.0009878435,0.001304664,0.001164194],"domain_scores_gemma":[0.9882414,0.003509667,0.002109313,0.001523086,0.00298203,0.001634421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5664623,0.02531162,0.001391058,0.08257002,0.002633399,0.0006771791,0.001285701,0.00374723,0.003452777,0.01306494,0.1744204,0.1249834],"study_design_scores_gemma":[0.8221069,0.0244534,0.003978447,0.01866813,0.0009337014,0.0001429709,0.000349662,0.002121897,0.001674916,0.007689903,0.1176627,0.0002175579],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005962232,0.0001360697,0.0005299906,0.0002024134,0.0003332543,0.9958757,0.001403671,0.00005977461,0.0008629366],"genre_scores_gemma":[0.0005796722,0.00007424606,0.0008568973,0.0001485929,0.00003668331,0.9978028,0.0001315723,0.000003705921,0.0003658674],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1958733,"threshold_uncertainty_score":0.6552614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1422031280721232,"score_gpt":0.5013731120357066,"score_spread":0.3591699839635834,"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."}}