{"id":"W2911073902","doi":"10.2196/12573","title":"The Characteristics and Quality of Mobile Phone Apps Targeted at Men Who Have Sex With Men in China: A Window of Opportunity for Health Information Dissemination?","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Men who have sex with men; Mobile phone; Internet privacy; mHealth; Phone; China; Mobile apps; Quality (philosophy); Mobile technology; Psychology; Computer science; Advertising; Medicine; Mobile device; World Wide Web; Business; Telecommunications; Human immunodeficiency virus (HIV); Psychological intervention; Family medicine; Political science","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":[0.005603048,0.0002275748,0.0003140485,0.002228997,0.0006533705,0.001478108,0.000459937,0.0003891482,0.001508546],"category_scores_gemma":[0.0236549,0.0001986837,0.0004563187,0.001595995,0.0005913111,0.002230759,0.0009478367,0.0003986119,0.0001514319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007271068,"about_ca_system_score_gemma":0.001804659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01109108,"about_ca_topic_score_gemma":0.0168285,"domain_scores_codex":[0.9966192,0.001043018,0.0006580597,0.000305046,0.001072553,0.0003020807],"domain_scores_gemma":[0.9830257,0.005521668,0.006712045,0.0007491166,0.003269718,0.0007217312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008462591,0.00003914707,0.929497,0.0005013685,0.0000600395,0.0002251497,0.01262894,0.00004155009,0.0004624935,0.0001545679,0.0004536966,0.05585137],"study_design_scores_gemma":[0.000003906305,0.00008333811,0.992504,0.0002233845,0.00005757839,0.0001825266,0.004971076,0.0002128444,0.0001769937,0.00007664021,0.001493754,0.00001402076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952468,0.001498365,0.0002433326,0.0006696043,0.00001843491,0.00008715602,0.0003476213,0.00001175496,0.001876899],"genre_scores_gemma":[0.9981331,0.0007473542,0.0004737764,0.0001268369,0.00002248558,0.00005453026,0.000191633,0.00000378719,0.0002465799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01109108,"threshold_uncertainty_score":0.02963209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03731318072681455,"score_gpt":0.4278075125126656,"score_spread":0.390494331785851,"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."}}