{"id":"W4221026925","doi":"10.46747/cfp.6803197","title":"Providing HIV preexposure prophylaxis","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Men who have sex with men; Human immunodeficiency virus (HIV); Pre-exposure prophylaxis; Male Homosexuality; Medicine; Transmission (telecommunications); Family medicine; Treatment as prevention; Demography; Antiretroviral therapy; Viral load; Computer science; Telecommunications; Syphilis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006824184,0.0001910637,0.000337767,0.0005440486,0.003465943,0.001122828,0.00113953,0.0005327254,0.04377397],"category_scores_gemma":[0.002775367,0.0001161235,0.0003895783,0.0006714851,0.0002806521,0.0004073329,0.001170597,0.001186767,0.00382422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006882976,"about_ca_system_score_gemma":0.02984034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7037699,"about_ca_topic_score_gemma":0.8948904,"domain_scores_codex":[0.9989228,0.0001066764,0.00003503727,0.00005958653,0.0004716462,0.0004042185],"domain_scores_gemma":[0.9977039,0.00009744877,0.0001296546,0.00006142156,0.0007754797,0.001232147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000920195,0.00103355,0.03957225,0.0007078399,0.00005403113,0.0005693479,0.0008726002,0.0001816422,0.001011671,0.002477189,0.3377706,0.6156572],"study_design_scores_gemma":[0.0001160377,0.0005091091,0.2351304,0.002632248,0.0001038029,0.001679669,0.002001986,0.0003188209,0.000659564,0.00173117,0.7550688,0.00004830901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1175852,0.05411142,0.008382927,0.09498917,0.004121631,0.004123949,0.0108551,0.001474135,0.7043566],"genre_scores_gemma":[0.6024738,0.07942934,0.02789482,0.05348281,0.002704557,0.001063798,0.006393032,0.0002223314,0.2263355],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7037699,"threshold_uncertainty_score":0.5959493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219334469461036,"score_gpt":0.2654377496383629,"score_spread":0.2435043026922593,"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."}}