{"id":"W3206488412","doi":"10.1093/ije/dyab231","title":"Cohort Profile: The Melbourne Injecting Drug User Cohort Study (SuperMIX)","year":2021,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; Department of Health, State Government of Victoria; Medical Research Council; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit; Burnet Institute","keywords":"Cohort; Medicine; Cohort study; Drug; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002055893,0.0004911586,0.0004879099,0.001119636,0.001047589,0.0008244115,0.0009517183,0.0006319167,0.01042566],"category_scores_gemma":[0.006421905,0.0005333369,0.0005563028,0.001493778,0.0001610532,0.0006926797,0.001918886,0.001409356,0.003046195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007873902,"about_ca_system_score_gemma":0.001733565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05600674,"about_ca_topic_score_gemma":0.06473803,"domain_scores_codex":[0.9988382,0.0003793999,0.0001043272,0.0002362265,0.0002589753,0.0001828321],"domain_scores_gemma":[0.9970151,0.000190621,0.0005357513,0.0004143332,0.001225396,0.0006187458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004116043,0.0004698245,0.6284133,0.001295888,0.0006975935,0.0005399244,0.002274264,0.0005138817,0.002990788,0.002180901,0.2978771,0.05863058],"study_design_scores_gemma":[0.000434367,0.000401522,0.9416428,0.0004511696,0.0002115316,0.0005842965,0.0003911142,0.0008342595,0.0003015665,0.0005393609,0.05413678,0.0000713765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5091199,0.002483544,0.009381847,0.002585323,0.0003745809,0.01272237,0.4347584,0.0004588975,0.0281151],"genre_scores_gemma":[0.6171607,0.002405635,0.01891622,0.003219887,0.0005291197,0.02700486,0.2898107,0.0004713906,0.04048144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05600674,"threshold_uncertainty_score":0.1113614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06635188355439468,"score_gpt":0.4340225832152727,"score_spread":0.367670699660878,"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."}}