{"id":"W6902214208","doi":"10.6084/m9.figshare.21756719","title":"Additional file 1 of HIV testing among incarcerated people with a history of HIV-related high-risk behaviours in Iran: Findings from three consecutive national bio-behavioural surveys","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Logistic regression; Multinomial logistic regression; Human immunodeficiency virus (HIV); National Health Interview Survey; Test (biology); Public health; Epidemiology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008130319,0.000574339,0.0007423193,0.001513824,0.000632083,0.0004733336,0.0009671131,0.0004954214,0.5000231],"category_scores_gemma":[0.01383635,0.0002673915,0.0004817526,0.003708648,0.0001094583,0.001014536,0.0004971604,0.000565103,0.02398423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007284501,"about_ca_system_score_gemma":0.001225702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01597636,"about_ca_topic_score_gemma":0.0196407,"domain_scores_codex":[0.9995364,0.00008881077,0.0001175706,0.00009649257,0.00009038845,0.00007024049],"domain_scores_gemma":[0.995124,0.00225669,0.0010105,0.0002505905,0.001189526,0.0001686836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003585778,0.0001880657,0.03394511,0.00266134,0.00008175502,0.00009987246,0.0001520914,0.0002871781,0.00007451394,0.0005130412,0.9508347,0.01080377],"study_design_scores_gemma":[0.005525105,0.0009707252,0.6295227,0.007732811,0.0006093989,0.00117944,0.003014721,0.003825016,0.000897539,0.004350333,0.3421683,0.0002039634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00221449,0.00003186189,0.0001174773,0.0001096035,0.00001867033,0.0001861948,0.9962395,0.00003351604,0.001048686],"genre_scores_gemma":[0.05978234,0.0003393355,0.002181008,0.0005715749,0.0001480093,0.006174631,0.9192532,0.00008971916,0.01146016],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4999769,"threshold_uncertainty_score":0.7131563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04989828214636469,"score_gpt":0.2853015007712033,"score_spread":0.2354032186248386,"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."}}