{"id":"W4391253199","doi":"10.2196/52573","title":"Evaluation of Chinese HIV Mobile Apps by Researchers and Patients With HIV: Quality Evaluation Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"App store; Computer science; Snowball sampling; Mobile apps; Quality (philosophy); Internet privacy; Mobile technology; Mobile device; Medicine; World Wide Web","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":[0.1501442,0.001151525,0.004740059,0.01016092,0.002398711,0.003090798,0.002021743,0.001354157,0.00182694],"category_scores_gemma":[0.2074963,0.0007898637,0.006000572,0.01135834,0.002041193,0.003387972,0.003589406,0.0008885497,0.0002288575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00875697,"about_ca_system_score_gemma":0.02889754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006953766,"about_ca_topic_score_gemma":0.01211019,"domain_scores_codex":[0.8620907,0.06851896,0.0454102,0.004520783,0.01745569,0.002003709],"domain_scores_gemma":[0.7528092,0.1201262,0.04925272,0.008725134,0.06406765,0.005019082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008472604,0.00227479,0.3248934,0.2313109,0.01186986,0.0006511903,0.02726231,0.0006200986,0.000936433,0.001175145,0.003704184,0.3868291],"study_design_scores_gemma":[0.0128734,0.03034411,0.6395247,0.1809419,0.05384374,0.001122561,0.03301659,0.003601818,0.003758524,0.001956395,0.0381156,0.0009006687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.697289,0.1837938,0.007471235,0.0039353,0.000459606,0.0944704,0.005931776,0.0001498269,0.006499178],"genre_scores_gemma":[0.8747205,0.03289098,0.01744685,0.001632877,0.0001947902,0.07035664,0.00228821,0.00003363248,0.0004355226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1501442,"threshold_uncertainty_score":0.7940478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1888730401773876,"score_gpt":0.5740262619650649,"score_spread":0.3851532217876773,"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."}}