{"id":"W2606969471","doi":"10.2196/jmir.6746","title":"A Content Analysis of Health and Safety Communications Among Internet-Based Sex Work Advertisements: Important Information for Public Health","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Sex work and related issues","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia; Providence Health Care","funders":"Canadian Institutes of Health Research; University of British Columbia","keywords":"Thematic analysis; The Internet; Psychological intervention; eHealth; Population; Sex work; Reproductive health; Content analysis; Public health; Ethnic group; Advertising; Psychology; Medicine; Business; Environmental health; Sociology; Qualitative research; Political science; Health care; Nursing; Family medicine; Social 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":[0.01379474,0.0005338478,0.0008366542,0.01115032,0.002705798,0.002997656,0.0009274862,0.0006411963,0.001986152],"category_scores_gemma":[0.03562027,0.0003259242,0.0006811874,0.01279293,0.002339139,0.001968023,0.002153212,0.0008577369,0.0003044731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006115992,"about_ca_system_score_gemma":0.00975271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008275765,"about_ca_topic_score_gemma":0.01004785,"domain_scores_codex":[0.9921635,0.003998028,0.001188645,0.0003761877,0.001816891,0.0004565627],"domain_scores_gemma":[0.9527394,0.03117527,0.003203435,0.001080467,0.01130921,0.0004922201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004271971,0.0008030307,0.1020207,0.006017833,0.00009722479,0.001319291,0.6532776,0.0004437318,0.01245757,0.005564911,0.009412589,0.2081584],"study_design_scores_gemma":[0.00007909878,0.0004297982,0.2683954,0.003614094,0.0001970496,0.0005443713,0.6716332,0.003018075,0.004905947,0.002268969,0.04479315,0.0001207913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497566,0.0006056074,0.01294893,0.001671367,0.0001166975,0.01510953,0.006331169,0.0001027815,0.01335736],"genre_scores_gemma":[0.8630412,0.001517655,0.08991004,0.0006485363,0.00009748118,0.03407972,0.006469883,0.000127946,0.00410772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01379474,"threshold_uncertainty_score":0.07295442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2350912237275005,"score_gpt":0.4974253697173826,"score_spread":0.2623341459898821,"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."}}