{"id":"W4311904600","doi":"10.17918/00001370","title":"Supervised consumption sites and infectious disease risk among people who inject drugs","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infectious disease (medical specialty); Consumption (sociology); Medicine; Disease; Environmental health; Internal medicine; Sociology; Social science","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":[0.0006456674,0.0001803197,0.0001609925,0.0005779796,0.0005469559,0.0007575607,0.0004945625,0.0002737123,0.002938698],"category_scores_gemma":[0.003773231,0.0002499955,0.0004026662,0.001458972,0.0003870613,0.0003508304,0.000671996,0.0003973345,0.0002270923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001770223,"about_ca_system_score_gemma":0.001988741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3376456,"about_ca_topic_score_gemma":0.3945164,"domain_scores_codex":[0.9993956,0.0001749967,0.00005626748,0.0001094736,0.0001660382,0.00009762501],"domain_scores_gemma":[0.9968873,0.000470924,0.00159405,0.0002062299,0.0004485451,0.00039302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009923298,0.000009936065,0.9984134,0.00001359722,0.00002168872,0.000007654162,0.0001022604,0.00007481014,0.00002009663,0.00002660614,0.0001076678,0.001192367],"study_design_scores_gemma":[0.000001907407,0.00001845309,0.9992292,0.00002187321,0.00001511016,0.00002782831,0.000140211,0.0002312882,0.00001834072,0.00002750761,0.0002662594,0.000002101592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941204,0.0006189515,0.0002517086,0.0002304098,0.00001023745,0.00003468634,0.003142864,0.000009539018,0.001581224],"genre_scores_gemma":[0.9979646,0.0002965419,0.0002574264,0.00003115066,0.00001251873,0.00001694316,0.001125044,0.000002228016,0.0002934817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3376456,"threshold_uncertainty_score":0.6713606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172473349823844,"score_gpt":0.3134420902244178,"score_spread":0.2961947552420334,"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."}}