{"id":"W4293221760","doi":"10.1177/13596535211067610","title":"Depressive symptoms are no longer a barrier to HCV treatment initiation in the HIV–HCV co-infected population in Canada","year":2022,"lang":"en","type":"article","venue":"Antiviral Therapy","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; AIDS Vancouver; HIV Legal Network; St. Paul's Hospital; University of Ottawa; University of Calgary; McGill University; B.C. Women's Hospital & Health Centre; McGill University Health Centre","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Cohort; Population; Proportional hazards model; Depression (economics); Hepatitis C; Prospective cohort study; Cohort study; Confidence interval; Psychiatry","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":[0.0002141261,0.0001420878,0.0002393689,0.0002091978,0.0001146147,0.00002088896,0.0001145327,0.00003442573,0.0004489028],"category_scores_gemma":[0.00007211383,0.0001054461,0.00004204355,0.0005398444,0.00001343918,0.00009152955,0.00002363219,0.0002372734,0.00003660508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392464,"about_ca_system_score_gemma":0.0004970552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5827058,"about_ca_topic_score_gemma":0.6539033,"domain_scores_codex":[0.9981512,0.0004932731,0.0002394127,0.0002490608,0.0005567042,0.0003103179],"domain_scores_gemma":[0.9994308,0.0001294189,0.0000634399,0.0002662792,0.00005265343,0.00005735579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003261603,0.0001408129,0.9642338,0.000003997372,0.00002764053,0.0002778027,0.001389447,0.00006794438,0.0009634799,0.00001018919,0.0007490411,0.03180975],"study_design_scores_gemma":[0.002447544,0.000496384,0.9842666,0.00002800328,0.000005290691,0.000003083973,0.0002743146,0.0006374239,0.0007963866,0.0000119137,0.01091238,0.000120635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954756,0.0001029317,0.000004436833,0.0008978057,0.00007704454,0.001237185,0.0001146711,0.00001517386,0.0020751],"genre_scores_gemma":[0.9971966,0.0001135568,0.000007808835,0.001659958,0.00006913862,0.0004639746,0.0002925989,0.00002277341,0.0001736448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07119749,"threshold_uncertainty_score":0.4915171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0299704690607674,"score_gpt":0.3206622211803882,"score_spread":0.2906917521196208,"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."}}