{"id":"W3134221822","doi":"10.2196/19511","title":"Mobile Phone Intervention Based on an HIV Risk Prediction Tool for HIV Prevention Among Men Who Have Sex With Men in China: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Men who have sex with men; Randomized controlled trial; mHealth; eHealth; Intervention (counseling); Human immunodeficiency virus (HIV); Family medicine; Health care; Internal medicine; Nursing","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":[0.002290769,0.001472274,0.00393283,0.000813928,0.000854407,0.0009081457,0.0009657389,0.002445701,0.006646274],"category_scores_gemma":[0.002821573,0.0007051965,0.002941717,0.000668472,0.001078141,0.001050405,0.0007236045,0.001652205,0.0003321239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295727,"about_ca_system_score_gemma":0.003281275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003840412,"about_ca_topic_score_gemma":0.005752453,"domain_scores_codex":[0.998591,0.000642691,0.0001525367,0.00025657,0.0001360379,0.0002211964],"domain_scores_gemma":[0.9990958,0.0002420655,0.0002287349,0.00006076325,0.0001085632,0.0002639664],"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":[0.8713529,0.0390881,0.002995916,0.01094341,0.004473984,0.00009903473,0.0002128625,0.0005320864,0.001383076,0.0002752602,0.001408121,0.06723534],"study_design_scores_gemma":[0.9239833,0.06739118,0.00445862,0.0003605883,0.002279805,0.00001199475,0.00005011393,0.0005202751,0.0002892534,0.00009876751,0.0005345032,0.00002161592],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420407,0.01398735,0.001276008,0.0009718663,0.001204915,0.03768102,0.0008150217,0.0002150616,0.001807994],"genre_scores_gemma":[0.9474797,0.005288821,0.003389747,0.001494379,0.0006984014,0.03925293,0.000436117,0.00001185405,0.001948043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006646274,"threshold_uncertainty_score":0.02223402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717812380190887,"score_gpt":0.3674900077459801,"score_spread":0.3503118839440712,"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."}}