{"id":"W6907731965","doi":"10.25384/sage.22677950","title":"sj-docx-3-smx-10.1177_00811750231163832 – Supplemental material for Evaluation of Respondent-Driven Sampling Prevalence Estimators Using Real-World Reported Network Degree","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University Health Network","funders":"","keywords":"Estimator; Degree (music); Sampling (signal processing); Estimation; Sampling design; Sample (material)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008545054,0.0009283818,0.0008950896,0.003823354,0.0009383771,0.002543535,0.002979896,0.001177039,0.8495555],"category_scores_gemma":[0.1057141,0.001162192,0.0009331488,0.005775234,0.0004818428,0.002044293,0.001719022,0.001601089,0.4715207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745048,"about_ca_system_score_gemma":0.003088761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01556225,"about_ca_topic_score_gemma":0.02230714,"domain_scores_codex":[0.9957004,0.00106311,0.0004816161,0.0004790537,0.00200908,0.0002666386],"domain_scores_gemma":[0.8915491,0.0736875,0.002840648,0.008020539,0.02182372,0.00207854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006737039,0.00005812079,0.0007146948,0.0002348199,0.00001534557,0.000007344232,0.00004215638,0.0002467886,0.0000715864,0.0006319602,0.9901184,0.007791408],"study_design_scores_gemma":[0.001809805,0.0003631841,0.03213175,0.001181199,0.00011213,0.0001608116,0.000999206,0.006458565,0.002482975,0.009978699,0.9441628,0.000158866],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0009161814,0.00002191095,0.003946716,0.000510643,0.0002507054,0.0005454759,0.9708441,0.00525146,0.01771269],"genre_scores_gemma":[0.01728395,0.0001390826,0.02313356,0.001437792,0.0003759435,0.005053821,0.8613516,0.01377317,0.0774511],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8495555,"threshold_uncertainty_score":0.2145907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3927018386615964,"score_gpt":0.4959876830643737,"score_spread":0.1032858444027773,"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."}}