{"id":"W6939718244","doi":"10.6084/m9.figshare.5938594","title":"Supplementary Information from A novel Bayesian approach to predicting reductions in HIV incidence following increased testing interventions among gay, bisexual and other men who have sex with men in Vancouver, Canada","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Men who have sex with men; Population; Incidence (geometry); Human immunodeficiency virus (HIV); Intervention (counseling); Bayesian probability; Estimation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00132153,0.0006158462,0.0007147919,0.002121833,0.0009706569,0.001424025,0.002162931,0.001147104,0.1343014],"category_scores_gemma":[0.01489575,0.0004639129,0.0006950784,0.002101763,0.0003088547,0.0004673472,0.0007260069,0.0007425231,0.01005435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004916003,"about_ca_system_score_gemma":0.00718146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6939507,"about_ca_topic_score_gemma":0.801171,"domain_scores_codex":[0.9995937,0.0001147241,0.00002801421,0.00008161541,0.0001164228,0.00006559784],"domain_scores_gemma":[0.9954036,0.002712816,0.0002515969,0.0001977068,0.001216272,0.0002179292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004885789,0.0001742752,0.07024828,0.0007044381,0.000237264,0.000713852,0.000206513,0.3462915,0.0007791513,0.01199566,0.3890111,0.1791495],"study_design_scores_gemma":[0.0002428928,0.00009342434,0.03338678,0.0003478566,0.0001255331,0.0002677133,0.0002181263,0.8621985,0.0004847172,0.02466817,0.07784677,0.0001196467],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06521875,0.0008575096,0.1878521,0.004291334,0.0004698572,0.0008730775,0.6968617,0.004336873,0.03923875],"genre_scores_gemma":[0.5462106,0.001157641,0.1838552,0.001084608,0.0002961681,0.0009600556,0.2281967,0.001115087,0.03712397],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3060493,"threshold_uncertainty_score":0.6157033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03426029592448694,"score_gpt":0.2410771460723788,"score_spread":0.2068168501478918,"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."}}