{"id":"W4409404196","doi":"10.1503/cmaj.241513","title":"Menstrual equity in Canada","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Equity (law); Computer science; Data science; Medicine; World Wide Web; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00134017,0.0001980701,0.0004005406,0.002283749,0.008918715,0.00276426,0.001260274,0.001054361,0.02106884],"category_scores_gemma":[0.00609197,0.0002611077,0.0005899284,0.004513487,0.001434213,0.0008743965,0.002056724,0.002433692,0.0004697698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0924549,"about_ca_system_score_gemma":0.2780288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973702,"about_ca_topic_score_gemma":0.9986211,"domain_scores_codex":[0.997839,0.000123837,0.00006546446,0.0001227213,0.0007463457,0.001102671],"domain_scores_gemma":[0.9925475,0.000427924,0.0003690552,0.00008776206,0.001949711,0.004618142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000229191,0.0002059465,0.1973534,0.0008866087,0.000105716,0.001001482,0.005374116,0.0006981527,0.000253107,0.0794385,0.4600068,0.2544469],"study_design_scores_gemma":[0.0001770718,0.0001059503,0.560515,0.00234395,0.0001091021,0.0005919569,0.009655849,0.001261809,0.0002212098,0.007633508,0.4172348,0.0001498059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2677104,0.05784291,0.001021063,0.2879581,0.002801019,0.0005419328,0.03160585,0.0002440117,0.3502746],"genre_scores_gemma":[0.9037721,0.02718115,0.001247788,0.02552711,0.0005200783,0.0001376878,0.004138475,0.00006837581,0.03740734],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0924549,"threshold_uncertainty_score":0.6708103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157128437098076,"score_gpt":0.3154912086343851,"score_spread":0.3039199242634043,"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."}}