{"id":"W4281486701","doi":"10.1186/s12954-022-00633-5","title":"Cohort profile: the Kyrgyzstan InterSectional Stigma (KISS) injection drug use cohort study","year":2022,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Center for AIDS Research, University of California, San Diego; National Center for Advancing Translational Sciences; Fogarty International Center; National Institute on Drug Abuse; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Center for AIDS Research, University of Washington; National Institutes of Health","keywords":"Stigma (botany); Cohort; Health psychology; KISS (TNC); Medicine; Cohort study; Demography; Public health; Psychiatry; Psychology; Sociology; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006608822,0.0003730882,0.0004218919,0.0005042295,0.001950437,0.0007202993,0.0005806634,0.0004289457,0.005261736],"category_scores_gemma":[0.0006531847,0.0004870352,0.0004100036,0.0009896395,0.0002496868,0.0005332467,0.001380016,0.0006986661,0.002062659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108282,"about_ca_system_score_gemma":0.001983124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05675784,"about_ca_topic_score_gemma":0.08893622,"domain_scores_codex":[0.9996127,0.00006709545,0.00003808675,0.00008774663,0.00006140032,0.0001329495],"domain_scores_gemma":[0.9995957,0.00001227297,0.00008847289,0.00008087841,0.0001112773,0.0001114299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005146621,0.0001932214,0.9894062,0.00006657029,0.00008045348,0.0002306463,0.0009724456,0.00005499809,0.0008142013,0.0001472081,0.004963101,0.002556275],"study_design_scores_gemma":[0.00008820347,0.0002028323,0.994041,0.00004374308,0.00005039639,0.0002386944,0.001677384,0.0001174006,0.0001177384,0.00004806102,0.003361535,0.00001296676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762902,0.0001564094,0.0002664411,0.0001496535,0.00001734016,0.0008969482,0.02084758,0.00001738501,0.001357938],"genre_scores_gemma":[0.9807568,0.0002261426,0.0006470192,0.0002999919,0.00002474553,0.001604763,0.01319116,0.00001812242,0.003231214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05675784,"threshold_uncertainty_score":0.112855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04075620531035036,"score_gpt":0.3341545257292569,"score_spread":0.2933983204189066,"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."}}