{"id":"W4205104702","doi":"10.2196/36026","title":"HIV Surveillance and Research for Migrant Populations: Protocol Integrating Respondent-Driven Sampling, Case Finding, and Medicolegal Services for Venezuelans Living in Colombia","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; United Nations High Commissioner for Refugees","keywords":"Respondent; Human immunodeficiency virus (HIV); Protocol (science); Sampling (signal processing); Medicine; Environmental health; Family medicine; Political science; Computer science; Alternative medicine; Pathology; 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":[0.05975653,0.002345281,0.001624754,0.004599532,0.00450624,0.002526588,0.002743515,0.001728198,0.01780391],"category_scores_gemma":[0.02861824,0.001964196,0.001348592,0.002913318,0.002179532,0.001191957,0.002491922,0.002317346,0.004530737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005581132,"about_ca_system_score_gemma":0.02678102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062543,"about_ca_topic_score_gemma":0.02387949,"domain_scores_codex":[0.9697742,0.02173135,0.004135611,0.001463497,0.001481625,0.001413705],"domain_scores_gemma":[0.9780427,0.004597534,0.002821513,0.005293335,0.007445588,0.001799329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0248334,0.01249056,0.07862692,0.01827418,0.0006059123,0.002823022,0.02999658,0.007112389,0.02028804,0.01585552,0.2144627,0.5746309],"study_design_scores_gemma":[0.02578129,0.01107378,0.2531138,0.01467206,0.0006729861,0.001635749,0.01929086,0.01284193,0.01195863,0.007659011,0.6404326,0.0008673348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008419189,0.000217386,0.01747769,0.0004692773,0.0001921468,0.9649621,0.00430813,0.0002219856,0.003732041],"genre_scores_gemma":[0.005128429,0.0002607873,0.02814639,0.0001925171,0.00004795842,0.9646382,0.0009786027,0.00001786826,0.0005891793],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05975653,"threshold_uncertainty_score":0.3160265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4285934157458539,"score_gpt":0.6113621247963033,"score_spread":0.1827687090504493,"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."}}