{"id":"W3124223837","doi":"10.2196/24234","title":"Context and Barriers to the Prescription of Nonoccupational Postexposure Prophylaxis Among HIV Medical Care Providers: National Internet-Based Observational Study in China","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science and Technology Major Project; National Natural Science Foundation of China","keywords":"Medicine; Family medicine; Medical prescription; Post-exposure prophylaxis; Context (archaeology); Odds ratio; Mainland China; China; Human immunodeficiency virus (HIV); Nursing; Internal medicine","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":[0.001324912,0.0004387677,0.000568967,0.001045023,0.001348022,0.0008824399,0.00075187,0.0007961258,0.001582245],"category_scores_gemma":[0.002641562,0.0006621535,0.0007773515,0.001937307,0.0005480975,0.0009569674,0.0009556094,0.001042011,0.0001894351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175107,"about_ca_system_score_gemma":0.003154165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06909296,"about_ca_topic_score_gemma":0.0826279,"domain_scores_codex":[0.9989768,0.0002073522,0.0001563168,0.0002030304,0.0001955066,0.0002609163],"domain_scores_gemma":[0.9975106,0.0002988463,0.00105535,0.0001490456,0.000336901,0.0006493465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001371346,0.00007278487,0.9989299,0.00001869183,0.00001900165,0.00004055498,0.0004109381,0.000009150845,0.00003326016,0.000009445808,0.00007037107,0.0003721923],"study_design_scores_gemma":[0.000007322348,0.00005356238,0.9981058,0.00002222816,0.00001913066,0.00007400192,0.001447946,0.000154977,0.00001689864,0.000009709069,0.00008315801,0.00000533858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999414,0.0001037938,0.00002502918,0.00005459357,0.00000219341,0.00003394016,0.0001909232,0.000001004159,0.0001744898],"genre_scores_gemma":[0.9993505,0.0001209359,0.00006605151,0.00009813229,0.000004653573,0.00003930448,0.0002307899,0.000001116242,0.00008847987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06909296,"threshold_uncertainty_score":0.1373816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04675304967766857,"score_gpt":0.3600151912869917,"score_spread":0.3132621416093231,"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."}}