{"id":"W4293065918","doi":"10.3390/socsci11080366","title":"“We Knew No One Else Had Our Back except Us”: Recommendations for Creating an Accountability Care Framework with Sex Workers in Eastern Canada","year":2022,"lang":"en","type":"article","venue":"Social Sciences","topic":"Sex work and related issues","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Accountability; Operationalization; Framing (construction); Transgender; Focus group; Psychological intervention; Dignity; Context (archaeology); Sex work; Public relations; Psychology; Nursing; Political science; Sociology; Medicine; Gender studies; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.06829312,0.001280005,0.001376178,0.005337717,0.05461188,0.01972986,0.01033181,0.007008234,0.005048994],"category_scores_gemma":[0.06111507,0.001028834,0.002179661,0.004838046,0.0206323,0.009338163,0.01614949,0.01051277,0.0004783789],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2083301,"about_ca_system_score_gemma":0.6757177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9729921,"about_ca_topic_score_gemma":0.9885704,"domain_scores_codex":[0.9571728,0.02245652,0.001322121,0.001303166,0.006331441,0.01141398],"domain_scores_gemma":[0.911946,0.01904351,0.003030567,0.002194164,0.02891679,0.03486898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002467033,0.0008438238,0.05075232,0.003432377,0.0001338465,0.00326213,0.4693939,0.002636282,0.00151723,0.07976076,0.1332856,0.2547349],"study_design_scores_gemma":[0.0001475252,0.0001848777,0.02979412,0.008546398,0.0001509538,0.0002773161,0.7106795,0.0008177003,0.0005156755,0.01319355,0.235353,0.0003394489],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1019344,0.01735887,0.01729789,0.7808341,0.002833011,0.008049675,0.0004456268,0.0004297305,0.07081684],"genre_scores_gemma":[0.7195064,0.01853326,0.1377248,0.0859272,0.0005247443,0.01084063,0.0005519202,0.00018684,0.02620417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2083301,"threshold_uncertainty_score":0.9182248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05401729735692234,"score_gpt":0.3645480390720469,"score_spread":0.3105307417151246,"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."}}