{"id":"W4244652489","doi":"10.1037/e510052013-001","title":"Key Populations and HIV/AIDS in Canada: A Determinants of Health Perspective: Preliminary Findings of Three Population-Specific HIV/AIDS Status Reports","year":2012,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Perspective (graphical); Population; Key (lock); Virology; Medicine; Environmental health; Family medicine; Biology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001032853,0.0004800225,0.001439472,0.001038458,0.0001398103,0.00002576715,0.0003112363,0.0002387574,0.001238265],"category_scores_gemma":[0.0005778243,0.0004645054,0.0001707893,0.0006589055,0.0002068092,0.000326451,0.0002625133,0.0007833582,0.00001818926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085557,"about_ca_system_score_gemma":0.001776972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7606809,"about_ca_topic_score_gemma":0.8018367,"domain_scores_codex":[0.9949285,0.0002616586,0.002142814,0.0007994214,0.0009314255,0.0009361609],"domain_scores_gemma":[0.996383,0.0001577444,0.0009933307,0.001644013,0.0002195287,0.0006024073],"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":[0.0002023225,0.0004550215,0.2461969,0.001026319,0.0000778077,0.0001310689,0.00008221129,0.000001291779,0.000005548146,0.00007159408,0.7500943,0.001655618],"study_design_scores_gemma":[0.001518421,0.002342629,0.5185055,0.002546499,0.0002524123,0.0004804988,0.001078665,0.00007006711,0.00001350513,0.0002135457,0.4724642,0.0005140699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03085581,0.004741365,0.00004458305,0.0001660912,0.000161456,0.001203676,0.9627942,0.000009718089,0.00002306781],"genre_scores_gemma":[0.03783831,0.0008902706,0.001301419,0.00003230078,0.00008914804,0.00006307571,0.9596147,0.00004212833,0.000128654],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2776301,"threshold_uncertainty_score":0.9997807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05420842203762261,"score_gpt":0.3652901502312721,"score_spread":0.3110817281936495,"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."}}