{"id":"W4289517718","doi":"10.1093/pch/pxac062","title":"Estimating the impact of menstrual poverty on adolescents in Nova Scotia","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Poverty; Nova scotia; Medicine; Environmental health; Hygiene; Psychology; Demography; Geography; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001125259,0.0001706077,0.0004067653,0.000268615,0.0002600882,0.00000515391,0.0001534083,0.00004454069,0.0001796359],"category_scores_gemma":[0.0002242248,0.0001193495,0.0001330205,0.0008643813,0.00003310326,0.00002790199,0.00008882868,0.0008579474,0.00001712382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005549401,"about_ca_system_score_gemma":0.001182788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007529108,"about_ca_topic_score_gemma":0.0002210016,"domain_scores_codex":[0.9976958,0.0002081662,0.0006268521,0.0002726661,0.000603304,0.0005932307],"domain_scores_gemma":[0.9988624,0.0001136121,0.0003362501,0.0003444691,0.00003796554,0.0003053241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006063416,0.0008284543,0.9669378,0.0006489556,0.00001452876,0.000009064406,0.001584302,0.006010331,0.000001698058,0.0001464955,0.01020146,0.01301061],"study_design_scores_gemma":[0.004149786,0.002515656,0.9855437,0.0001957544,0.00001500451,0.00005235703,0.0004703303,0.006620437,0.000001963866,0.0001815827,0.0001096168,0.0001438071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900544,0.001120392,0.0000367309,0.004991543,0.0005747094,0.001023046,0.00009102722,0.00002745516,0.002080682],"genre_scores_gemma":[0.9920095,0.00005048416,0.000384069,0.007236126,0.0002295537,0.000007903726,0.00005110141,0.00002321712,0.000008070621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01860594,"threshold_uncertainty_score":0.9990798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02112010282742827,"score_gpt":0.3385558342172358,"score_spread":0.3174357313898075,"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."}}