{"id":"W4220776441","doi":"10.1177/10497323221089877","title":"The Ethics of Financial Incentivization for Health Research Participation Among Sex Workers in a Canadian Context","year":2022,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Sex work and related issues","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Windsor; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Incentive; Paternalism; Thematic analysis; Redress; Transactional sex; Context (archaeology); Oppression; Harm; Autonomy; Qualitative research; Public relations; Beneficence; Social psychology; Political science; Psychology; Sociology; Medicine; Politics; Economics; Social science; Law; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1696657,0.0000709191,0.0002236114,0.0006040041,0.01000809,0.00007127509,0.000388834,0.0001341315,0.00004943007],"category_scores_gemma":[0.02005901,0.00006356209,0.00003959907,0.003284196,0.001529663,0.0001009511,0.00008249256,0.002169328,0.000005316012],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003327073,"about_ca_system_score_gemma":0.02463322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9139901,"about_ca_topic_score_gemma":0.9472671,"domain_scores_codex":[0.9448912,0.05001826,0.0006445226,0.0003176609,0.002266659,0.00186171],"domain_scores_gemma":[0.98111,0.01678236,0.0001828925,0.000185114,0.001247841,0.000491812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001270967,0.00007260654,0.01422658,0.00007317423,0.000006223817,6.571518e-7,0.8848509,0.00007296046,4.056185e-7,0.06737837,0.01527387,0.01791722],"study_design_scores_gemma":[0.0003044054,0.0005264836,0.01588548,0.0001000645,4.427583e-7,2.549527e-8,0.7909728,0.0003304934,0.000003805288,0.01336111,0.1784577,0.00005709173],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6348319,0.004242013,0.0001760415,0.3530821,0.0004468718,0.005014302,0.00006367417,0.00002333318,0.002119734],"genre_scores_gemma":[0.9952986,0.0008770364,0.00006455254,0.00051616,0.00007976939,0.0008381291,0.00003320742,0.00001372138,0.002278821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3604667,"threshold_uncertainty_score":0.9912807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5746593956509687,"score_gpt":0.6628506414345914,"score_spread":0.0881912457836227,"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."}}