{"id":"W4403730046","doi":"10.2196/60961","title":"Preparing for the Implementation of Long-Acting Injectable Cabotegravir for HIV Pre-Exposure Prophylaxis Within the Brazilian Public Health System (ImPrEP CAB Brasil): Qualitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus group; Thematic analysis; Formative assessment; Medicine; Qualitative research; Pre-exposure prophylaxis; Implementation research; Public health; Medical education; Human immunodeficiency virus (HIV); Health care; Nursing; Family medicine; Psychology; Men who have sex with men; Psychological intervention; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01230844,0.0003718967,0.000555166,0.001003985,0.005584711,0.001767062,0.001609944,0.001134928,0.001671304],"category_scores_gemma":[0.0130574,0.0006187258,0.0004288848,0.001093913,0.004512223,0.001519556,0.002637885,0.001734504,0.0001628825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006971044,"about_ca_system_score_gemma":0.01095431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02686557,"about_ca_topic_score_gemma":0.0481252,"domain_scores_codex":[0.9938717,0.004390757,0.0001610111,0.0002724581,0.000420462,0.00088362],"domain_scores_gemma":[0.9900786,0.0066339,0.0009061981,0.0002961409,0.0008342183,0.001251022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000305763,0.0001407051,0.00590371,0.0003474122,0.00000584416,0.00107932,0.9789337,0.00004772551,0.001457829,0.001173046,0.001036925,0.009843357],"study_design_scores_gemma":[0.000006353939,0.0001063139,0.00561174,0.0002913471,0.000005908402,0.0002729526,0.9833056,0.0001053095,0.0004107877,0.0001449831,0.009726382,0.00001222222],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850643,0.000734835,0.002839467,0.004077055,0.00008604264,0.001449038,0.0003733265,0.00002533016,0.005350685],"genre_scores_gemma":[0.9890554,0.000988259,0.004422321,0.001296167,0.00002793832,0.001169231,0.000160765,0.00002714918,0.002852793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02686557,"threshold_uncertainty_score":0.06509399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05556371350647516,"score_gpt":0.442625063647392,"score_spread":0.3870613501409169,"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."}}