{"id":"W4376126280","doi":"10.20944/preprints202305.0845.v1","title":"Knowledge, Attitude, And Practices Regarding Menstrual Hygiene Among Girls in Ghizer, Gilgit, Pakistan","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"UNICEF; World Health Organization","keywords":"Menstruation; Hygiene; Menarche; Taboo; Empowerment; Medicine; Psychology; Family medicine; Environmental health","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":[0.0004585058,0.0001621106,0.0002088467,0.0004863914,0.001000164,0.0006075939,0.0002007714,0.0003376846,0.00345503],"category_scores_gemma":[0.0008840696,0.0002148005,0.0001815327,0.0005004868,0.0004955853,0.0003152866,0.0003035268,0.000374259,0.0002407537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005238379,"about_ca_system_score_gemma":0.001258624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01710092,"about_ca_topic_score_gemma":0.01865841,"domain_scores_codex":[0.9997969,0.00003449252,0.00001970356,0.00002573596,0.00006214596,0.00006115757],"domain_scores_gemma":[0.9995628,0.00011643,0.0001438234,0.00001109142,0.0000464112,0.0001194891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004700102,0.0002411213,0.9764313,0.0001305696,0.00001206518,0.0007841199,0.008362808,0.00003038935,0.0005557788,0.0001276712,0.0004416927,0.0128355],"study_design_scores_gemma":[0.00001132469,0.0004969811,0.9786513,0.0001328603,0.00002108618,0.0008247103,0.01768459,0.00007478816,0.0001747878,0.00005906681,0.001859737,0.000008783601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985764,0.0001862875,0.00001546343,0.0001538411,0.000005840704,0.00001534328,0.0001034909,0.000001259313,0.0009420906],"genre_scores_gemma":[0.9989945,0.00041869,0.00005749552,0.00005589274,0.00000601267,0.00001091286,0.00005096129,4.614197e-7,0.000404984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01710092,"threshold_uncertainty_score":0.03400278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2407109347843178,"score_gpt":0.4764048443726038,"score_spread":0.235693909588286,"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."}}