{"id":"W4388601072","doi":"10.1101/2023.11.10.23298385","title":"Measures of retention in HIV care: A protocol for a mixed methods study","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; University of Toronto; McMaster University; Impact","funders":"","keywords":"Retention rate; Stakeholder; Likert scale; Human immunodeficiency virus (HIV); Qualitative research; Protocol (science); Qualitative property; Confidentiality; Psychology; Nursing; Medicine; Medical education; Family medicine; Public relations; Business; Alternative medicine; Computer science; Marketing; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.1759108,0.004711484,0.004389818,0.006933771,0.006359478,0.006595765,0.00541022,0.006464108,0.09154405],"category_scores_gemma":[0.1351335,0.003993367,0.005000621,0.008004342,0.005231104,0.004988543,0.004356246,0.009150679,0.02088006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008837383,"about_ca_system_score_gemma":0.04016021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002364603,"about_ca_topic_score_gemma":0.005150607,"domain_scores_codex":[0.8956056,0.07665202,0.01338657,0.003655187,0.007319121,0.003381516],"domain_scores_gemma":[0.8573205,0.07078618,0.009698856,0.02309157,0.03416062,0.004942196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.04243345,0.0241775,0.003472483,0.1145398,0.000987896,0.003199407,0.0428098,0.01214974,0.00974001,0.06901011,0.2256564,0.4518234],"study_design_scores_gemma":[0.07972553,0.01747663,0.01177013,0.08685279,0.00066546,0.000691865,0.02126008,0.01081393,0.01016222,0.04458101,0.7151417,0.0008586082],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006229097,0.00006245163,0.005525731,0.0001365027,0.0001249472,0.9919945,0.0007509903,0.00007680216,0.0007051128],"genre_scores_gemma":[0.0002590525,0.00004475691,0.005973618,0.00004340041,0.000008794317,0.9934616,0.0000689419,0.000005530967,0.0001343148],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1759108,"threshold_uncertainty_score":0.9303163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2154651562886826,"score_gpt":0.5060246848086224,"score_spread":0.2905595285199398,"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."}}