{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007356812,0.0002287979,0.0004900785,0.0007706199,0.002628802,0.001532475,0.001019892,0.0003843967,0.002151351],"category_scores_gemma":[0.003157624,0.0003664858,0.0006858857,0.003005196,0.0006143498,0.0003366772,0.0007634705,0.0009350044,0.0001041288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02635441,"about_ca_system_score_gemma":0.04131792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963541,"about_ca_topic_score_gemma":0.9976762,"domain_scores_codex":[0.9991174,0.00008818575,0.00006027779,0.0001556952,0.0002435105,0.0003348531],"domain_scores_gemma":[0.9977852,0.0001843969,0.0005134593,0.00006775158,0.0007151429,0.0007339829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007868717,0.00002153848,0.9937966,0.00004381761,0.00007609984,0.00007028091,0.0003616084,0.0001790259,0.0001015076,0.0001484856,0.001106157,0.004016262],"study_design_scores_gemma":[0.0000152081,0.00001824079,0.9973587,0.00006584798,0.00007135853,0.00006418523,0.0007477337,0.0006589598,0.00005034095,0.00006620147,0.0008698531,0.00001329366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988102,0.002259124,0.0002545607,0.001525811,0.00003717398,0.00005130963,0.005009247,0.00001467442,0.002746014],"genre_scores_gemma":[0.9972909,0.0009293196,0.000186006,0.0001701384,0.00001017666,0.00001021353,0.0009781385,0.000004964063,0.000419983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02635441,"threshold_uncertainty_score":0.1912156,"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."}}