{"id":"W4361853025","doi":"10.2196/44513","title":"WeChat-Based HIV e-Report, a New Approach for HIV Serostatus Requests and Disclosures Among Men Who Have Sex With Men: Prospective Subgroup Analysis of a Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Serostatus; Medicine; Randomized controlled trial; Men who have sex with men; Family medicine; Human immunodeficiency virus (HIV); Viral load; 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":[0.01411797,0.002411131,0.008899982,0.00135463,0.0007765435,0.002151926,0.001267728,0.003103451,0.003748776],"category_scores_gemma":[0.02058577,0.0009350636,0.01165927,0.001372635,0.001226696,0.002200738,0.001050631,0.002771536,0.0003564441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159464,"about_ca_system_score_gemma":0.003112914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002274711,"about_ca_topic_score_gemma":0.003591293,"domain_scores_codex":[0.9866567,0.008498304,0.002167506,0.00130136,0.0007665069,0.0006096873],"domain_scores_gemma":[0.9905747,0.004861021,0.002375183,0.0009396328,0.0006802385,0.00056928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.938095,0.002641607,0.002862798,0.007354551,0.03353336,0.00006046984,0.0001630918,0.0002928259,0.0005135196,0.0001694583,0.0004029764,0.01391025],"study_design_scores_gemma":[0.9358807,0.02951466,0.00355689,0.0006030378,0.02839236,0.00003148803,0.0001215966,0.0007834799,0.0002468526,0.0003596239,0.0004707622,0.00003851487],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8612579,0.07751699,0.005801958,0.001684408,0.0031654,0.0458435,0.002245924,0.0004260865,0.002057774],"genre_scores_gemma":[0.9439971,0.008170984,0.006065874,0.001218315,0.0007365789,0.03782522,0.0007381039,0.00003128071,0.001216478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411797,"threshold_uncertainty_score":0.07466388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997979276946313,"score_gpt":0.3792141033175502,"score_spread":0.3492343105480871,"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."}}