{"id":"W6964201450","doi":"10.25384/sage.22677959","title":"sj-docx-6-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":[0.008800775,0.000904414,0.0008736919,0.003850654,0.0009122937,0.002447729,0.00293984,0.001154012,0.8411615],"category_scores_gemma":[0.1071278,0.001126167,0.0009132235,0.005616429,0.0004717993,0.001990619,0.001680282,0.001561708,0.4571189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168519,"about_ca_system_score_gemma":0.002983325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497548,"about_ca_topic_score_gemma":0.02167714,"domain_scores_codex":[0.9955806,0.001109918,0.0004773762,0.0004809129,0.002092656,0.0002586453],"domain_scores_gemma":[0.8904511,0.07451834,0.00285994,0.008082905,0.02203695,0.002050717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006932563,0.00006185692,0.000757769,0.0002354929,0.00001591049,0.00000749324,0.00004357934,0.0002691027,0.00007503055,0.0006812569,0.9890254,0.008757805],"study_design_scores_gemma":[0.00174243,0.0003866896,0.03370281,0.001225341,0.0001126476,0.0001652532,0.00102809,0.006915534,0.002541247,0.01012573,0.9418954,0.0001588652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001022568,0.00002437961,0.004541148,0.0005516764,0.0002737391,0.0005954186,0.9682501,0.005403081,0.01933789],"genre_scores_gemma":[0.01849707,0.0001503904,0.02536449,0.001450112,0.0003915998,0.005132404,0.854766,0.0135906,0.08065747],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8411615,"threshold_uncertainty_score":0.2265638,"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."}}