{"id":"W4387519890","doi":"10.60099/prijnr.2023.262984","title":"Knowledge and Practice of Menstrual Hygiene among Female Undergraduates at a Private Tertiary Institution in Nigeria","year":2023,"lang":"en","type":"article","venue":"Pacific Rim International Journal of Nursing Research","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chinese University of Hong Kong; University of Waterloo","keywords":"Hygiene; Medicine; Menstruation; Family medicine; Descriptive statistics; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002848689,0.0000904558,0.0002300685,0.001158113,0.00008785722,0.00002785499,0.0001439723,0.00007634007,0.00001912202],"category_scores_gemma":[0.002287329,0.00007811898,0.00005040468,0.0005397032,0.0004517801,0.0002858549,0.00006757288,0.0004239118,0.0000161506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005305592,"about_ca_system_score_gemma":0.0003484536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002795735,"about_ca_topic_score_gemma":0.0000135544,"domain_scores_codex":[0.9976848,0.0003045435,0.0005747251,0.0001654005,0.0009657928,0.0003046876],"domain_scores_gemma":[0.9976929,0.0008113273,0.0002252379,0.0001108125,0.0009538276,0.0002058459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01222758,0.002489919,0.7250577,0.0006167682,0.0003083675,0.001168558,0.02942484,0.0001269058,0.03532788,0.003625117,0.00952794,0.1800984],"study_design_scores_gemma":[0.009148781,0.002212063,0.9115903,0.007809293,0.00005888645,0.002890279,0.04267029,0.0021986,0.007771164,0.009254974,0.004112824,0.0002825585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779401,0.0006992748,0.00004203954,0.004978657,0.000613904,0.0001951409,0.00000433986,0.000009466512,0.01551701],"genre_scores_gemma":[0.9980685,0.0009442359,0.0005231802,0.00001780917,0.0001379244,0.000003930391,0.0000126615,0.00001144352,0.0002803111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1865326,"threshold_uncertainty_score":0.31856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1083364677912516,"score_gpt":0.4776356228579728,"score_spread":0.3692991550667212,"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."}}