{"id":"W3148935013","doi":"10.1080/20476965.2021.1906762","title":"A qualitative model of the HIV care continuum in Vancouver, Canada","year":2021,"lang":"en","type":"article","venue":"Health Systems","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; Fraser Health; Vancouver Coastal Health Research Institute; Simon Fraser University","funders":"Canadian Institutes of Health Research; Mitacs","keywords":"Unified Modeling Language; Activity diagram; Class diagram; Computer science; Health care; Continuum of care; Interaction overview diagram; Formalism (music); Systems Modeling Language; Health administration; Process management; Medicine; Nursing; Management science; Engineering; Programming language; Public health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0002227789,0.0002891744,0.0001888225,0.0006891201,0.001632563,0.002069283,0.001325891,0.0006196561,0.01592033],"category_scores_gemma":[0.0006925599,0.0001730506,0.0003209435,0.001305052,0.0009601287,0.0004742262,0.0006350466,0.0005518019,0.0008306226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01690839,"about_ca_system_score_gemma":0.01924333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9538025,"about_ca_topic_score_gemma":0.9580861,"domain_scores_codex":[0.9998066,0.00005885731,0.000007863478,0.00002732208,0.00004699948,0.00005247329],"domain_scores_gemma":[0.9996803,0.00009428403,0.00002427263,0.00001579643,0.0001340798,0.00005127366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001249549,0.0000985742,0.01213798,0.0001993252,0.00003851146,0.0008779464,0.002186454,0.6394289,0.00180948,0.3068824,0.01753817,0.01867729],"study_design_scores_gemma":[0.0001762681,0.0000547366,0.01194042,0.000198019,0.00004684428,0.0001876294,0.004641855,0.768979,0.0006888058,0.05354203,0.1594654,0.00007904827],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2666397,0.001314165,0.1754983,0.007694716,0.0003013488,0.0007129698,0.04232976,0.001323607,0.5041854],"genre_scores_gemma":[0.9158384,0.0005742283,0.03083938,0.0002344105,0.00001191526,0.0002824264,0.003541772,0.00006234821,0.04861502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04619753,"threshold_uncertainty_score":0.1226795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1869268999793063,"score_gpt":0.4377186106684162,"score_spread":0.2507917106891099,"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."}}