{"id":"W6945257789","doi":"10.25384/sage.22677956","title":"sj-docx-5-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":[0.008783055,0.0009109892,0.0008887423,0.003860733,0.0009340428,0.00246561,0.002966398,0.001169593,0.844927],"category_scores_gemma":[0.1065466,0.001144001,0.0009328382,0.005563326,0.0004767137,0.002023972,0.001691122,0.001587618,0.456183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734622,"about_ca_system_score_gemma":0.003049247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01559855,"about_ca_topic_score_gemma":0.02227143,"domain_scores_codex":[0.9956605,0.001096118,0.0004741372,0.0004785951,0.002027569,0.0002630169],"domain_scores_gemma":[0.8912812,0.07425851,0.00282107,0.007952676,0.0216346,0.002051979],"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":[0.00006731752,0.0000605925,0.0007349306,0.0002410457,0.00001571286,0.000007449618,0.00004275984,0.0002661434,0.00007454767,0.0006739643,0.989448,0.008367548],"study_design_scores_gemma":[0.001761197,0.0003879126,0.03346719,0.001229431,0.0001164916,0.0001632549,0.001032038,0.007020446,0.002556812,0.01011088,0.9419934,0.0001609116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009965671,0.00002387652,0.004490419,0.000547057,0.0002712795,0.0006066013,0.9689775,0.00538261,0.01870419],"genre_scores_gemma":[0.01824219,0.0001465322,0.02513661,0.001490938,0.0003864674,0.00517625,0.8562667,0.01334293,0.07981145],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.844927,"threshold_uncertainty_score":0.2211928,"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."}}