{"id":"W4402313844","doi":"10.2196/59873","title":"The CHALO! 2.0 mHealth-Based Multilevel Intervention to Promote HIV Testing and Linkage-to-Care Among Men Who Have Sex with Men in Mumbai, India: Protocol for a Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"mHealth; Men who have sex with men; Randomized controlled trial; Human immunodeficiency virus (HIV); Intervention (counseling); Linkage (software); Protocol (science); Medicine; Psychology; Family medicine; Gerontology; Alternative medicine; Psychological intervention; 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":[0.02942444,0.006674076,0.01215904,0.002823934,0.004056555,0.005844121,0.004260738,0.007402797,0.08359104],"category_scores_gemma":[0.02537946,0.003876565,0.005704866,0.003074819,0.004371317,0.004669739,0.002258636,0.009343939,0.01342973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006817243,"about_ca_system_score_gemma":0.01882396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004554613,"about_ca_topic_score_gemma":0.00892641,"domain_scores_codex":[0.9849693,0.007997318,0.001836585,0.001523254,0.001719123,0.00195457],"domain_scores_gemma":[0.9894435,0.002566694,0.002356631,0.001272445,0.002647892,0.001712791],"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":[0.8512211,0.02086029,0.001078054,0.04552568,0.002987928,0.0003371825,0.0008786835,0.002060642,0.002400375,0.005435155,0.02624813,0.04096686],"study_design_scores_gemma":[0.9390269,0.02240444,0.001612728,0.005427512,0.001124725,0.00005270457,0.0002298533,0.001570467,0.0008545077,0.002703006,0.02487578,0.000117255],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000874353,0.0001197023,0.0004431701,0.00009250116,0.0001341298,0.9973112,0.0006369802,0.00006192917,0.0003259458],"genre_scores_gemma":[0.0008951876,0.00007878711,0.0009888858,0.00008026676,0.00002155596,0.9976128,0.00007033642,0.000003836053,0.0002483871],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08359104,"threshold_uncertainty_score":0.2796399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129650610714227,"score_gpt":0.522927226072258,"score_spread":0.4099621650008353,"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."}}