{"id":"W2154183618","doi":"10.1093/her/cyq087","title":"'Who is Helsinki?' Sex workers advise improving communication for good participatory practice in clinical trials","year":2011,"lang":"en","type":"article","venue":"Health Education Research","topic":"Sex work and related issues","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Medicine; Clinical trial; Citizen journalism; Clinical Practice; Family medicine; Medical education; Psychology; Computer science; Internal medicine","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":[0.5552533,0.00129807,0.001947286,0.002714226,0.01199347,0.01608462,0.004759462,0.02090988,0.01277833],"category_scores_gemma":[0.6223496,0.002164516,0.001845826,0.003057901,0.02846515,0.02369752,0.01618784,0.03266183,0.006726668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007123735,"about_ca_system_score_gemma":0.05041498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003254865,"about_ca_topic_score_gemma":0.004141389,"domain_scores_codex":[0.3540466,0.5857952,0.02763631,0.006447422,0.02013721,0.005937375],"domain_scores_gemma":[0.2318749,0.6378136,0.04201192,0.03487233,0.03324198,0.02018529],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007515507,0.0004078145,0.004836218,0.004673416,0.0001765272,0.001558263,0.342787,0.0005697667,0.002498034,0.02878261,0.3621041,0.2508546],"study_design_scores_gemma":[0.0005992455,0.0005585252,0.003540016,0.0118055,0.0001058944,0.001866206,0.103615,0.001195825,0.00207018,0.1068992,0.7672721,0.0004722869],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008103288,0.008785846,0.02879478,0.9313722,0.01155731,0.001944583,0.0001163644,0.0003347439,0.00899086],"genre_scores_gemma":[0.2084346,0.01536252,0.1438149,0.5918478,0.009022581,0.01473601,0.0002988162,0.0006512923,0.01583152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4447467,"threshold_uncertainty_score":0.5484519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6697131893153507,"score_gpt":0.6831863384649273,"score_spread":0.01347314914957654,"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."}}