{"id":"W4281397522","doi":"10.21203/rs.3.rs-1611690/v1","title":"Co-designing a digital health tool to deliver occupational health and safety strategies for sex workers","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ontario Ministry of Economic Development, Job Creation and Trade; Ministero dello Sviluppo Economico; University of Toronto","keywords":"Session (web analytics); Digital health; Occupational safety and health; Participatory design; Diversity (politics); Alliance; Psychology; Medical education; Public relations; Engineering; Computer science; Health care; Medicine; Sociology; World Wide Web; Operations management; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01434815,0.001074587,0.0004276367,0.002305939,0.003547051,0.004213253,0.00211762,0.001807794,0.006551513],"category_scores_gemma":[0.01665669,0.0005106681,0.001020422,0.0008743657,0.003069444,0.002998499,0.005610204,0.001146026,0.0008177368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002600216,"about_ca_system_score_gemma":0.008022836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003376532,"about_ca_topic_score_gemma":0.0050325,"domain_scores_codex":[0.992234,0.005169948,0.0003886739,0.0005399069,0.001031259,0.0006361646],"domain_scores_gemma":[0.9859633,0.009569894,0.0005379237,0.001063069,0.00153369,0.001332029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001169448,0.006777344,0.02383547,0.007418167,0.0001572946,0.002287339,0.3193341,0.004810492,0.02800307,0.01116781,0.008407412,0.5866321],"study_design_scores_gemma":[0.002734676,0.01812339,0.03627021,0.005707363,0.0009496927,0.003764554,0.4307489,0.02675584,0.06215452,0.01638682,0.3957994,0.000604527],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7914055,0.0006710926,0.1600996,0.002725238,0.0002813857,0.01144398,0.0002254285,0.001020444,0.03212727],"genre_scores_gemma":[0.6804031,0.0005513953,0.3040995,0.0005106258,0.00003169819,0.005530983,0.0002021796,0.0001211939,0.008549281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01434815,"threshold_uncertainty_score":0.07588118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121095487501515,"score_gpt":0.485135807817413,"score_spread":0.3730262590672615,"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."}}