{"id":"W4206045947","doi":"10.24124/2021/54748","title":"Risk behaviours associated with hepatitis C infection among persons who inject drugs in Prince George, British Columbia","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"University of British Columbia; University of Northern British Columbia","keywords":"George (robot); Logistic regression; Medicine; Odds ratio; Hepatitis C; Agency (philosophy); Odds; Demography; Public health; Environmental health; Virology; Internal medicine; History; Pathology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003097627,0.0002199089,0.0002333665,0.000769857,0.002168042,0.001003037,0.0006255824,0.0003603036,0.002861771],"category_scores_gemma":[0.001798583,0.0002601795,0.000232425,0.00158756,0.0002655053,0.0001979213,0.0006054124,0.0008361795,0.0003873267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005196339,"about_ca_system_score_gemma":0.00835813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.966552,"about_ca_topic_score_gemma":0.9823931,"domain_scores_codex":[0.9996778,0.0000445699,0.00001974348,0.00004363546,0.0001122882,0.0001020408],"domain_scores_gemma":[0.9989313,0.00009733883,0.0001750704,0.00003335169,0.0005247442,0.0002380908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000326267,0.00008623358,0.9834952,0.00004208934,0.00003712144,0.0000968299,0.002042743,0.00004796958,0.0001716882,0.00004140244,0.002711096,0.01119515],"study_design_scores_gemma":[0.000002096501,0.00001344927,0.9969132,0.00005325425,0.00001223397,0.00003709812,0.002246037,0.0000812871,0.00002949242,0.000008862615,0.0005988784,0.000004204203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942541,0.0005286365,0.00003620328,0.0005557298,0.00001058364,0.00005002374,0.001057021,0.000003104305,0.003504635],"genre_scores_gemma":[0.9914819,0.001412392,0.0001805492,0.0002428831,0.000007587045,0.00004526469,0.001079345,0.000003232175,0.00554684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03344804,"threshold_uncertainty_score":0.06729001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008506904738553613,"score_gpt":0.2784681336364245,"score_spread":0.2699612288978709,"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."}}