{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000735317,0.0001848961,0.0004227325,0.0007371109,0.0002749964,0.00001459645,0.0002684303,0.0001687979,0.0001031639],"category_scores_gemma":[0.0002722168,0.0001354721,0.0001279766,0.000328642,0.0005086315,0.0001268655,0.00001422029,0.0008772642,0.000006006161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001024112,"about_ca_system_score_gemma":0.001754058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1395705,"about_ca_topic_score_gemma":0.466979,"domain_scores_codex":[0.9983171,0.000358832,0.0006010508,0.0001656749,0.0002357947,0.0003215749],"domain_scores_gemma":[0.9973254,0.00008746855,0.001218926,0.0003477946,0.0001542577,0.0008661837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179937,0.00004770902,0.9858879,0.00001873638,0.0002502679,0.00003743883,0.009515822,0.00000402966,0.000004576053,0.0002052288,0.002776818,0.001133424],"study_design_scores_gemma":[0.001403448,0.000298519,0.981302,0.0001424402,0.001025198,0.000682556,0.01335353,0.00001593381,0.0002345285,0.001390634,0.00002920678,0.0001219971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966322,0.0008576094,0.00001842723,0.0004648961,0.0007301381,0.0002147006,0.00006261763,0.00001061841,0.001008843],"genre_scores_gemma":[0.9986079,0.00008279299,0.0009409529,0.0001031626,0.0001865211,0.000002937402,0.000002844535,0.00002975219,0.00004315779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3274086,"threshold_uncertainty_score":0.8661592,"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."}}