{"id":"W4402242267","doi":"10.2196/52123","title":"A Mixed Method Survey of Characteristics of HIV Care Facilities: Medical Monitoring Project Facility Survey Project","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Preprint; Human immunodeficiency virus (HIV); Mode (computer interface); Medicine; Computer science; Virology; World Wide Web; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01370237,0.0004086377,0.0004301739,0.001965391,0.0006431619,0.000548003,0.001488954,0.0007069801,0.003815542],"category_scores_gemma":[0.02786606,0.0004723188,0.0004174732,0.004331078,0.0002976847,0.0008210259,0.00120429,0.000830127,0.001022466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155705,"about_ca_system_score_gemma":0.002824631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008677839,"about_ca_topic_score_gemma":0.008961529,"domain_scores_codex":[0.9794654,0.01517104,0.001287257,0.0009483747,0.00256544,0.0005624362],"domain_scores_gemma":[0.9812869,0.005971958,0.006594878,0.001831118,0.003270047,0.001045039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006659341,0.001505076,0.9019403,0.0004839019,0.0002981947,0.0001095059,0.001657193,0.001058515,0.0006628268,0.0007581988,0.03582323,0.05503711],"study_design_scores_gemma":[0.0002793076,0.001447779,0.9826478,0.000145677,0.00007370563,0.0001852205,0.001301568,0.002424256,0.0005130516,0.0002082178,0.0107395,0.0000339601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8196731,0.000478613,0.0212464,0.001980209,0.00008154152,0.029093,0.119046,0.0003187181,0.008082359],"genre_scores_gemma":[0.8341621,0.0006924192,0.04266886,0.001406422,0.0001148894,0.07362831,0.04396475,0.00004837474,0.003313951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01370237,"threshold_uncertainty_score":0.0724659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2239751858172962,"score_gpt":0.5162932907641988,"score_spread":0.2923181049469026,"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."}}