{"id":"W2333986790","doi":"10.1097/qad.0b013e32834ad6bb","title":"Temporal changes in risk factors associated with HIV seroconversion among injection drug users in eastern central Canada","year":2011,"lang":"en","type":"article","venue":"AIDS","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Medicine; Incidence (geometry); Demography; Seroconversion; Confidence interval; Proportional hazards model; Harm reduction; Hazard ratio; Epidemiology; Human immunodeficiency virus (HIV); Immunology; Internal medicine","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":[0.0001908296,0.0001938572,0.0003002153,0.000175225,0.00004031046,0.000007419316,0.00008989913,0.0001108425,0.00008144921],"category_scores_gemma":[0.000106389,0.0001610329,0.00002329844,0.0004753578,0.00004951017,0.0001616785,0.00003113181,0.0003986367,0.000005319769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007172495,"about_ca_system_score_gemma":0.000211318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8861581,"about_ca_topic_score_gemma":0.9788839,"domain_scores_codex":[0.9986044,0.0001371051,0.0002106502,0.0002805467,0.0003260779,0.0004412615],"domain_scores_gemma":[0.9993988,0.00005065797,0.000140723,0.0001828093,0.00004377506,0.0001832477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001202699,0.0000964124,0.9807422,0.00001403729,0.00004009158,0.00007245335,0.01797354,0.00002287104,0.00002910064,5.484799e-7,0.0003046643,0.0005838409],"study_design_scores_gemma":[0.001787039,0.0002939951,0.9622198,0.000175826,0.00004755447,0.000001280383,0.03300888,0.0005735841,0.001657003,0.00000300052,0.00005979823,0.0001721694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988419,0.00001127409,0.000004732138,0.0000659295,0.0001919811,0.0003478455,0.00002165386,0.00004960847,0.0004650318],"genre_scores_gemma":[0.998841,0.0000073557,0.00002664548,0.00007094026,0.00003402923,0.000009999596,0.00009555147,0.00003193922,0.0008824937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0927258,"threshold_uncertainty_score":0.6566732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0344756721861212,"score_gpt":0.249888835575883,"score_spread":0.2154131633897618,"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."}}