{"id":"W46481523","doi":"10.1155/2012/408561","title":"Characterizing the HIV Epidemic in the Prairie Provinces","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hip and Knee Clinic; University of Calgary; University of Saskatchewan; Regina Qu'Appelle Health Region; University of Manitoba","funders":"Gilead Sciences","keywords":"Demography; Medicine; Human immunodeficiency virus (HIV); Demographics; Population; Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009670954,0.0001184863,0.000298053,0.0001453741,0.0001345107,0.00001712221,0.0001742917,0.000128754,0.0001516474],"category_scores_gemma":[0.002106594,0.00005817924,0.00008010078,0.0001347858,0.0005069014,0.00008272882,0.00001634403,0.0005638261,0.00001644177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111428,"about_ca_system_score_gemma":0.001384852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509495,"about_ca_topic_score_gemma":0.009135169,"domain_scores_codex":[0.9986967,0.0003013649,0.0003707977,0.00009437172,0.00008471698,0.0004520038],"domain_scores_gemma":[0.9982426,0.0004541882,0.000164887,0.0001280132,0.00006141329,0.0009489481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003443428,0.00008690603,0.965668,0.00004230424,0.0000648305,0.000235195,0.003396176,2.362452e-7,0.0008026715,0.0002316166,0.01368398,0.01575365],"study_design_scores_gemma":[0.001526221,0.0005043042,0.6150332,0.0002976496,0.0002333278,0.01516228,0.006644782,0.000007412283,0.00003382287,0.0001233365,0.3602768,0.0001568563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580917,0.006214147,0.00001583698,0.03456127,0.0004849694,0.0002001701,0.00003517417,0.000005125477,0.0003915995],"genre_scores_gemma":[0.9890308,0.0001939203,0.000005585422,0.009847632,0.0008535504,0.000006590368,0.00001318529,0.000009537161,0.00003917688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3506348,"threshold_uncertainty_score":0.5097638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706835846197418,"score_gpt":0.2889626311816892,"score_spread":0.271894272719715,"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."}}