{"id":"W7070501188","doi":"","title":"Personal risk networks and the molecular epidemiology of Hepatitis C amongst injection drug users in Winnipeg","year":2006,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Molecular epidemiology; Epidemiology; Hepatitis C; Drug; Hepatitis C virus; Injection drug use; Risk assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002966173,0.0001850817,0.0001249368,0.00110406,0.0008195689,0.0009088061,0.0004413057,0.0002168271,0.001782823],"category_scores_gemma":[0.001830661,0.0002699454,0.0001170203,0.0009252803,0.0003974807,0.0003325019,0.001002628,0.0002106883,0.00008813459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001971018,"about_ca_system_score_gemma":0.001651717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6226663,"about_ca_topic_score_gemma":0.6185145,"domain_scores_codex":[0.9996823,0.00008879764,0.00001899956,0.00003944842,0.00007351452,0.0000969647],"domain_scores_gemma":[0.9994329,0.00005493298,0.0002424092,0.00001529833,0.00006242991,0.0001920061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000291897,0.00001862087,0.9948867,0.00002079757,0.00001819464,0.00009055798,0.001098394,0.00005032707,0.0001812059,0.00009331594,0.0001638483,0.003348901],"study_design_scores_gemma":[0.000003732453,0.00001802549,0.9979514,0.00002357537,0.00001118682,0.0001177257,0.001143882,0.0001673948,0.00003336272,0.00002968242,0.0004962989,0.000003733617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987514,0.0002740139,0.00005021385,0.0001469494,0.000002632501,0.00002414248,0.0001377484,0.000001508958,0.0006113925],"genre_scores_gemma":[0.9993613,0.0002409247,0.00008167273,0.00002501858,0.000002504301,0.00001008908,0.00005094205,0.000001045109,0.0002264336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3773337,"threshold_uncertainty_score":0.7591118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383734685874213,"score_gpt":0.2491350660560547,"score_spread":0.2352977191973125,"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."}}