{"id":"W1977888253","doi":"10.2174/157016210790442696","title":"Does HIV VCT Reduce Risk Behaviors? An Observational Study in Guatemala City","year":2010,"lang":"en","type":"article","venue":"Current HIV Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Medicine; Population; Voluntary counseling and testing; Observational study; Cohort; Demography; Alcohol abuse; Psychiatry; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003868199,0.0004161223,0.0004704659,0.0007494793,0.001575902,0.0007784138,0.0007255348,0.0008988021,0.001530263],"category_scores_gemma":[0.002011097,0.0005184954,0.0006021891,0.001520436,0.0005602821,0.000440321,0.0008240156,0.000882397,0.0003815512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644639,"about_ca_system_score_gemma":0.001810686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1845513,"about_ca_topic_score_gemma":0.2143213,"domain_scores_codex":[0.9993833,0.0002087415,0.00003116509,0.00008294696,0.00008482213,0.0002089443],"domain_scores_gemma":[0.9985997,0.0001331371,0.0005984585,0.0001002007,0.0001442918,0.0004242646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009404399,0.0001586533,0.9981266,0.00001665169,0.0000545519,0.0001218505,0.0004003843,0.0000136831,0.0001024267,0.000007756587,0.0003067657,0.0005966204],"study_design_scores_gemma":[0.00001696858,0.0001189566,0.9990085,0.00001107423,0.00002145111,0.00005199113,0.0005222898,0.00004328279,0.00001337421,0.000005840346,0.0001823584,0.00000399428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988639,0.0001675049,0.00002290026,0.0001788794,0.000005797258,0.00002193166,0.0005156473,0.000004620959,0.0002187792],"genre_scores_gemma":[0.9990495,0.0001614978,0.00003437955,0.00015007,0.00001064714,0.00004397177,0.0004149645,0.000002635321,0.0001324662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1845513,"threshold_uncertainty_score":0.3669541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3723462688298486,"score_gpt":0.548478768050483,"score_spread":0.1761324992206345,"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."}}