{"id":"W153874809","doi":"10.1177/070674371105600607","title":"Risk Indicators of Depressive Symptomatology among Injection Drug Users and Increased HIV Risk Behaviour","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Research Council (Canada); University of Saskatchewan","funders":"Health Canada","keywords":"Medicine; Psychiatry; Depression (economics); Multivariate analysis; Human immunodeficiency virus (HIV); Incidence (geometry); Demography; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000399445,0.000192931,0.0001802118,0.000712391,0.0003065323,0.0004022516,0.0002644178,0.0002261996,0.001806254],"category_scores_gemma":[0.001929627,0.0001974618,0.0002166723,0.0008642059,0.000205837,0.0001524146,0.0003530436,0.0004545226,0.0001142144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007175981,"about_ca_system_score_gemma":0.000855301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05928228,"about_ca_topic_score_gemma":0.105393,"domain_scores_codex":[0.9996694,0.0001043799,0.00004509637,0.00003191688,0.00008400399,0.00006526248],"domain_scores_gemma":[0.9987582,0.0001184565,0.0006560158,0.00002788645,0.0002051227,0.0002343024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001069387,0.0000111962,0.9993393,0.00000538875,0.00001159912,0.0000210386,0.00002055941,0.00001287896,0.00003154571,0.000004888209,0.00003729136,0.0004935262],"study_design_scores_gemma":[9.703322e-7,0.00001133251,0.9998127,0.000004610999,0.000005031332,0.00005240399,0.00003334443,0.00003871006,0.000009688107,0.000003290738,0.00002718043,6.831738e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981161,0.0005298995,0.00004299534,0.0001052769,0.00000579036,0.00001575759,0.0004826684,0.000003369316,0.0006980417],"genre_scores_gemma":[0.9993999,0.0001887203,0.00007411851,0.0000180363,0.000004306175,0.000004655072,0.0002006574,3.413487e-7,0.0001093551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05928228,"threshold_uncertainty_score":0.1178744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165444985869491,"score_gpt":0.2548833604301368,"score_spread":0.2432289105714419,"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."}}