{"id":"W6942058274","doi":"10.14288/1.0418584","title":"Healthcare and treatment experiences among people diagnosed with HIV before and after a province-wide treatment as prevention initiative in British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Open Collections","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Cohort; Proportional hazards model; Antiretroviral therapy; Antiretroviral treatment; Viral load; HIV diagnosis; Health care; Cohort study","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":[0.0005852283,0.0002315996,0.0005316903,0.001089582,0.005664461,0.00213857,0.001127471,0.0003990286,0.002460911],"category_scores_gemma":[0.001948625,0.0003162716,0.0004122,0.003584903,0.001186991,0.000544226,0.001431513,0.001041923,0.0001821892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03576991,"about_ca_system_score_gemma":0.04430815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966033,"about_ca_topic_score_gemma":0.9980423,"domain_scores_codex":[0.9987637,0.0001227096,0.00006394506,0.0001107193,0.000279666,0.0006593179],"domain_scores_gemma":[0.9978716,0.0001133472,0.0002588551,0.00003655265,0.0007882976,0.0009312683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009391739,0.0001349519,0.9584048,0.00012942,0.00005063565,0.0002916992,0.02159381,0.0001144156,0.0002254343,0.0002061261,0.003660179,0.01509463],"study_design_scores_gemma":[0.00001021761,0.00004524916,0.9585171,0.0001599003,0.00001943964,0.00009333743,0.03813203,0.0001221679,0.00004885476,0.00003408219,0.002796486,0.00002115102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939116,0.0007909453,0.00003643485,0.0007310651,0.0000209611,0.00006522279,0.001901553,0.000004548829,0.002537561],"genre_scores_gemma":[0.9966698,0.0007351536,0.00009973295,0.0003470878,0.000007564066,0.00003952443,0.0007390431,0.000003127762,0.001358797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03576991,"threshold_uncertainty_score":0.2595301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009542149171791822,"score_gpt":0.208111631156788,"score_spread":0.1985694819849962,"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."}}