{"id":"W3080399135","doi":"10.1071/sh20128","title":"Sex workers are returning to work and require enhanced support in the face of COVID-19: results from a longitudinal analysis of online sex work activity and a content analysis of safer sex work guidelines","year":2020,"lang":"en","type":"article","venue":"Sexual Health","topic":"Sex work and related issues","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Australian Research Council","keywords":"Sex work; Work (physics); Transgender; Medicine; Safer sex; Coronavirus disease 2019 (COVID-19); Genital warts; Gerontology; Psychology; Syphilis; Condom; Family medicine; Human immunodeficiency virus (HIV); Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.006197749,0.0002270685,0.0003432943,0.001675758,0.002165855,0.002502583,0.0005981831,0.0009154634,0.002334949],"category_scores_gemma":[0.02137387,0.000502461,0.0008476587,0.001631688,0.000983417,0.002441586,0.002529314,0.002088752,0.000710343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264092,"about_ca_system_score_gemma":0.002799261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0212657,"about_ca_topic_score_gemma":0.03744444,"domain_scores_codex":[0.9970065,0.0009507827,0.0003001811,0.000243834,0.000808067,0.000690589],"domain_scores_gemma":[0.9845821,0.003732437,0.005654286,0.0009013099,0.003360491,0.00176941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009826005,0.0004009658,0.95933,0.00005932424,0.00004232768,0.0001109082,0.02956547,0.00001835238,0.0001182101,0.00006213659,0.0005866984,0.00960738],"study_design_scores_gemma":[0.000006240745,0.0002150043,0.9489698,0.00008164558,0.00002627868,0.00009935314,0.04911918,0.00008719877,0.00009113297,0.00005456296,0.001229787,0.00001979282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988326,0.0001029593,0.00006940281,0.0002073962,0.000008808367,0.00005216717,0.0002621316,0.000004732343,0.0004598967],"genre_scores_gemma":[0.997762,0.0002020652,0.0002101446,0.0001632233,0.00001517356,0.0001308807,0.0005111062,0.000009350011,0.0009960481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0212657,"threshold_uncertainty_score":0.04228383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1838202622494672,"score_gpt":0.4247952101997377,"score_spread":0.2409749479502706,"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."}}