{"id":"W4401400480","doi":"10.13189/ujph.2024.120412","title":"Period Poverty and Its Consequences among Secondary School Students in Perak, Malaysia","year":2024,"lang":"en","type":"article","venue":"Universal Journal of Public Health","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Poverty; Attendance; Menstruation; Anxiety; Medicine; Period (music); Psychology; Demography; Environmental health; Psychiatry; Political science; Sociology","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":[0.000359949,0.0002079501,0.000218525,0.0007084872,0.0009626596,0.0006770881,0.0002341789,0.0003190694,0.001796804],"category_scores_gemma":[0.0005198789,0.0002501791,0.0002364898,0.0005548169,0.0003422473,0.0003556888,0.0006240606,0.0004822616,0.0001500543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004429667,"about_ca_system_score_gemma":0.0008704956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178353,"about_ca_topic_score_gemma":0.02324825,"domain_scores_codex":[0.9997482,0.00005576415,0.000027525,0.00002727139,0.00005111109,0.00009017468],"domain_scores_gemma":[0.9996012,0.00002837112,0.000163941,0.00001000865,0.00004019606,0.0001563441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004327097,0.0001812671,0.9901881,0.00007399174,0.00001400277,0.0004827864,0.001996073,0.0000151409,0.0003406504,0.00006203674,0.000238024,0.006364818],"study_design_scores_gemma":[0.000002701225,0.0001863011,0.9924291,0.00005215314,0.000008941847,0.0004526548,0.00632719,0.00004497713,0.00007171159,0.0000257614,0.0003947952,0.000003704962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991581,0.0002436231,0.000008820461,0.0000923574,0.000004063768,0.00001110988,0.00005689199,0.000001030879,0.0004239631],"genre_scores_gemma":[0.9994136,0.000269811,0.00002172733,0.00003087496,0.000003215628,0.00000684781,0.00003010339,4.267939e-7,0.0002234179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178353,"threshold_uncertainty_score":0.02342993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03212445952768563,"score_gpt":0.3384408087688537,"score_spread":0.3063163492411681,"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."}}