{"id":"W6960903986","doi":"10.1371/journal.pone.0047260.g003","title":"Averted HIV cases in British Columbia, Ontario and Quebec, 1995 to 2008.","year":2015,"lang":"en","type":"other","venue":"Figshare","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Population; Epidemiology; Incidence (geometry); Public health","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":[0.0003745633,0.0005039792,0.0004606977,0.001433027,0.001562605,0.0007018707,0.001557014,0.0005570817,0.01409881],"category_scores_gemma":[0.001885579,0.0003024176,0.0005951004,0.00350384,0.0003337395,0.000462134,0.0005626914,0.0009945248,0.001590157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02336823,"about_ca_system_score_gemma":0.02456303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997974,"about_ca_topic_score_gemma":0.9991374,"domain_scores_codex":[0.9996042,0.00002376265,0.0000307817,0.00006967594,0.000120362,0.0001513684],"domain_scores_gemma":[0.9986302,0.00007358816,0.0001995686,0.00004317938,0.0007275522,0.0003259312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004498184,0.00007931586,0.2760237,0.0006830966,0.0003488979,0.0002544126,0.0004598363,0.002467221,0.0001861109,0.0011788,0.6759692,0.04189967],"study_design_scores_gemma":[0.0001345098,0.00002949273,0.9470062,0.0003768818,0.0001462526,0.0001441353,0.0008982116,0.00120293,0.0001374751,0.0001660525,0.04971889,0.00003903722],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1360464,0.01064678,0.0005117101,0.002919589,0.000484836,0.0002344152,0.8121495,0.0003603004,0.0366466],"genre_scores_gemma":[0.6086497,0.01392637,0.001606435,0.002139757,0.000180771,0.0003333915,0.2740018,0.000156447,0.09900538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02336823,"threshold_uncertainty_score":0.1695491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782344278017476,"score_gpt":0.215283508788051,"score_spread":0.1974600660078762,"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."}}