{"id":"W4235585922","doi":"10.21203/rs.3.rs-247821/v1","title":"Hidden Populations: Risk Behaviours in Drug-Using Populations in the Republic of Georgia Through Subsequent Peer-Driven Interventions","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Harm Reduction Network","funders":"Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"Psychological intervention; Drug; Geography; Environmental health; Psychology; Demography; Medicine; Pharmacology; Sociology; Psychiatry","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":[0.001206251,0.000294771,0.0002292473,0.0005389644,0.001282789,0.0005594267,0.0008990951,0.0005108629,0.003048759],"category_scores_gemma":[0.00194173,0.0001760497,0.0003840057,0.0002263435,0.000538838,0.000436024,0.002792775,0.000590671,0.0003990535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001528521,"about_ca_system_score_gemma":0.004694396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03873603,"about_ca_topic_score_gemma":0.08286593,"domain_scores_codex":[0.9992441,0.0003508377,0.00002593714,0.00008551535,0.0000849621,0.0002086378],"domain_scores_gemma":[0.9994641,0.00007005419,0.00006899377,0.00003690565,0.00006868572,0.0002913888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001364851,0.01645105,0.4398778,0.001626278,0.0001711176,0.00176587,0.04367866,0.0006416369,0.01220215,0.001382635,0.008717408,0.4721205],"study_design_scores_gemma":[0.0004670906,0.009229807,0.9468415,0.0007346111,0.0001331088,0.0004248135,0.02716623,0.001255112,0.001294651,0.0007967339,0.01160656,0.00004968582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953435,0.0001612822,0.0003091599,0.0006079832,0.00002463833,0.001152784,0.00008120409,0.00002077141,0.002298596],"genre_scores_gemma":[0.9947936,0.0002658496,0.00138405,0.0003948305,0.00001624332,0.001141503,0.00009344728,0.000002946329,0.001907455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03873603,"threshold_uncertainty_score":0.07702112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4086526101117356,"score_gpt":0.533865883265421,"score_spread":0.1252132731536854,"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."}}