{"id":"W4399177002","doi":"10.2196/55068","title":"Mobile Phone–Based Confidential Social Network Referrals for HIV Testing (CONSORT): Protocol for a Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center","keywords":"Confidentiality; Randomized controlled trial; Protocol (science); Consolidated Standards of Reporting Trials; Mobile phone; Internet privacy; Medicine; Human immunodeficiency virus (HIV); Family medicine; Computer science; Psychology; Applied psychology; Computer security; Alternative medicine; Telecommunications","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":[0.06059112,0.008949295,0.01385908,0.003965855,0.005040694,0.006859391,0.004395438,0.009395852,0.1429705],"category_scores_gemma":[0.06065076,0.005440944,0.00646931,0.005634778,0.00568904,0.005277683,0.002997022,0.01280574,0.01994925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008132394,"about_ca_system_score_gemma":0.02315977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003573105,"about_ca_topic_score_gemma":0.006128575,"domain_scores_codex":[0.9554669,0.02844281,0.005161996,0.003374753,0.004163482,0.003390022],"domain_scores_gemma":[0.9715356,0.009483146,0.005654936,0.00432603,0.006447255,0.002552923],"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":[0.7340069,0.01329241,0.00116139,0.09699826,0.005107488,0.0004753179,0.001230393,0.00362224,0.002897816,0.0145315,0.06978503,0.05689117],"study_design_scores_gemma":[0.8925164,0.01465477,0.00167395,0.01406947,0.001410385,0.00008668865,0.0003088077,0.003471141,0.001275772,0.006890792,0.06345745,0.0001843417],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000374137,0.0001437324,0.001017937,0.00009782144,0.0002390628,0.9969594,0.0007368692,0.0001105108,0.0003205977],"genre_scores_gemma":[0.0003345186,0.00004290455,0.001065085,0.00004861672,0.00001578462,0.9982889,0.00005216384,0.000005000372,0.0001468558],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1429705,"threshold_uncertainty_score":0.4782841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4175583130479784,"score_gpt":0.6613690452096024,"score_spread":0.243810732161624,"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."}}