{"id":"W2753491502","doi":"10.1007/s11199-017-0824-1","title":"“Clean and Fresh”: Understanding Women’s use of Vaginal Hygiene Products","year":2017,"lang":"en","type":"article","venue":"Sex Roles","topic":"Female Genital Mutilation/Cutting Issues","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Guelph","funders":"University of British Columbia","keywords":"Hygiene; Bacterial vaginosis; Vagina; Context (archaeology); Medicine; Environmental health; Thematic analysis; Gynecology; Psychology; Qualitative research; Surgery; Biology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000170855,0.00009554876,0.0001959895,0.00007609139,0.0001694228,0.0000657223,0.00007355141,0.00004144313,0.00002696764],"category_scores_gemma":[0.0005398832,0.00008515514,0.00001649198,0.00003588789,0.0001913822,0.0002045132,0.000076629,0.00007945621,0.000005575556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007875174,"about_ca_system_score_gemma":0.00003733559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004550356,"about_ca_topic_score_gemma":0.00003082981,"domain_scores_codex":[0.9992726,0.00001530399,0.0001431526,0.0002050429,0.000178321,0.0001855524],"domain_scores_gemma":[0.9992527,0.00003760231,0.0001188928,0.0004461672,0.0000666826,0.00007795419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003805874,0.000181029,0.8958505,0.0007478842,0.0001865894,0.00007408798,0.01533919,0.00001976217,0.0688917,0.003908274,0.001435845,0.01298453],"study_design_scores_gemma":[0.002222641,0.0007262043,0.8603145,0.0005632008,0.0001379505,0.00009760209,0.01460908,0.0005406483,0.1116559,0.004017231,0.004752821,0.0003622182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967422,0.0001698923,0.00006201688,0.001321101,0.00007551113,0.0001533991,0.000006130699,0.00003774038,0.001432025],"genre_scores_gemma":[0.9964035,0.00002158834,0.001607728,0.00004286633,0.0001289926,0.000003903119,0.000003935591,0.00001709025,0.001770417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04276422,"threshold_uncertainty_score":0.3472526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08069096333762471,"score_gpt":0.2986561676544163,"score_spread":0.2179652043167916,"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."}}