{"id":"W3155578630","doi":"10.1371/journal.pone.0249074","title":"A review of reported network degree and recruitment characteristics in respondent driven sampling implications for applied researchers and methodologists","year":2021,"lang":"en","type":"review","venue":"PLoS ONE","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Canadian Institutes of Health Research","keywords":"Respondent; Outlier; Sampling (signal processing); Statistics; Degree (music); Estimator; Sample (material); Sampling frame; Degree distribution; Demography; Psychology; Econometrics; Computer science; Mathematics; Population; Complex network; Sociology; World Wide Web","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3117798,0.001042122,0.003696632,0.0138769,0.001317453,0.006121202,0.0041539,0.002624447,0.003276872],"category_scores_gemma":[0.5672911,0.001866273,0.004054896,0.0238365,0.006053515,0.005842315,0.003343754,0.002642887,0.0007070259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00778931,"about_ca_system_score_gemma":0.01253928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008101141,"about_ca_topic_score_gemma":0.01097949,"domain_scores_codex":[0.6413217,0.2692327,0.04525213,0.01083169,0.03218856,0.001173238],"domain_scores_gemma":[0.2043855,0.7190303,0.03395806,0.01075951,0.03108153,0.0007851768],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003202496,0.00008627884,0.02357826,0.1527777,0.002355191,0.0001147868,0.004321311,0.0005766221,0.0001425708,0.01164907,0.01167091,0.792407],"study_design_scores_gemma":[0.0002454262,0.0008610503,0.08617336,0.6077125,0.007722506,0.001980742,0.005826366,0.002154918,0.0009616636,0.01689006,0.2690634,0.0004080844],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004202568,0.9676879,0.0171861,0.006751386,0.001138906,0.000549238,0.0004832586,0.0000412749,0.001959271],"genre_scores_gemma":[0.04985174,0.919139,0.02254898,0.003516913,0.001274691,0.002571788,0.0006066866,0.0001052755,0.0003849405],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6882203,"threshold_uncertainty_score":0.8486981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8492665750386698,"score_gpt":0.5556807687284219,"score_spread":0.2935858063102479,"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."}}