{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001447713,0.0001235871,0.0001846331,0.0003287056,0.0005203395,0.00003644013,0.0002055392,0.00003262699,0.0001582201],"category_scores_gemma":[0.00003075468,0.0001290003,0.0001755046,0.0005244676,0.00006050854,0.00009498701,0.00006278358,0.0004803059,0.0002725285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006526783,"about_ca_system_score_gemma":0.001137274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00802256,"about_ca_topic_score_gemma":0.003797181,"domain_scores_codex":[0.9985525,0.00008428762,0.0001681139,0.0002750418,0.0003608465,0.000559235],"domain_scores_gemma":[0.9988347,0.00001432567,0.00003457467,0.0003560523,0.00008302251,0.0006773709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004944167,0.0001921072,0.001466842,0.0001118203,0.0001217704,0.0003104789,0.0003173565,0.00001627112,0.01816944,0.001616229,0.7719836,0.2056447],"study_design_scores_gemma":[0.0008549898,0.00862311,0.004199494,0.00008924543,0.00003799991,0.000009820635,0.003028126,0.0009078927,0.0007910911,0.0002752571,0.9809093,0.0002736131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3008325,0.0008583215,0.00005517663,0.001835548,0.0001497149,0.001196082,0.0005637311,0.0001005754,0.6944084],"genre_scores_gemma":[0.9492941,0.000003244818,0.00007516238,0.01148008,0.0002462562,0.0002503156,0.0001905634,0.00003799014,0.03842226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6559861,"threshold_uncertainty_score":0.9985831,"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."}}