{"id":"W3162300357","doi":"10.3138/jammi-2020-0042","title":"HIV treatment outcomes among newcomers living with HIV in Manitoba, Canada","year":2021,"lang":"en","type":"article","venue":"Journal of the Association of Medical Microbiology and Infectious Disease Canada","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; Winnipeg Regional Health Authority; University of Manitoba","funders":"","keywords":"Human immunodeficiency virus (HIV); Gerontology; Demography; Medicine; Psychology; Virology; Sociology","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":[0.0005913918,0.0004000159,0.0005644732,0.001443521,0.004799825,0.001427049,0.001496066,0.0003898089,0.002046452],"category_scores_gemma":[0.001340975,0.0002843482,0.0006402968,0.003110093,0.0008301854,0.0004847675,0.001355996,0.001107787,0.0002234206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03140075,"about_ca_system_score_gemma":0.03682492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940402,"about_ca_topic_score_gemma":0.9973435,"domain_scores_codex":[0.9992614,0.00004553492,0.00003621045,0.0000808846,0.0002105712,0.0003653107],"domain_scores_gemma":[0.9979005,0.00005830745,0.000341228,0.00004655956,0.0009170615,0.0007363934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006914965,0.00006957918,0.9922346,0.00006419624,0.00005342743,0.0001506391,0.001347623,0.00008125016,0.0001459969,0.00006099154,0.001514026,0.004208467],"study_design_scores_gemma":[0.00001406714,0.00004544182,0.9954472,0.00009217669,0.00003592907,0.0001002583,0.002999894,0.0001376525,0.00005842686,0.0000254412,0.001030563,0.00001282071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908863,0.001559881,0.00007147458,0.0006025297,0.00003668304,0.0001170328,0.00445231,0.00001026799,0.002263509],"genre_scores_gemma":[0.9938536,0.001501362,0.0001889241,0.0002957738,0.00001863058,0.00005029015,0.002875429,0.000005923218,0.001210087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03140075,"threshold_uncertainty_score":0.2278295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006391682054009614,"score_gpt":0.2405519727207073,"score_spread":0.2341602906666977,"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."}}