{"id":"W7116085414","doi":"10.1145/3785664","title":"From Fertility to Overall Health: Barriers and Catalysts to a Holistic Menstrual Health Perspective","year":2025,"lang":"en","type":"article","venue":"ACM Transactions on Computing for Healthcare","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Perspective (graphical); Reproductive health; Fertility; Curriculum; Digital health; Cover (algebra); Health professionals; Health care","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":[0.009370198,0.000180799,0.000325849,0.0008961115,0.003335477,0.005140806,0.001050676,0.001059862,0.006353162],"category_scores_gemma":[0.02165008,0.0003025814,0.0004172979,0.0007359241,0.009998742,0.003398555,0.00924851,0.003023155,0.000270301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278897,"about_ca_system_score_gemma":0.006170044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004740266,"about_ca_topic_score_gemma":0.006065117,"domain_scores_codex":[0.9922726,0.005479917,0.0002339065,0.0003561321,0.000897238,0.0007603226],"domain_scores_gemma":[0.9856578,0.009970466,0.0008834564,0.000542659,0.0006915777,0.002254009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001429842,0.0001949054,0.07063521,0.001217348,0.00008505728,0.001792516,0.6579466,0.0003162826,0.001495282,0.09590422,0.009588946,0.1606806],"study_design_scores_gemma":[0.0000368887,0.0002008311,0.0534931,0.002092537,0.00008927343,0.002431171,0.7677438,0.0005920542,0.0005565555,0.04189684,0.1308081,0.00005880777],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.748957,0.01381106,0.007541841,0.1396002,0.0008504743,0.0001878529,0.000146562,0.00006608638,0.0888389],"genre_scores_gemma":[0.9901457,0.002634097,0.00147402,0.003489556,0.000123278,0.00004331041,0.00002738494,0.00001680717,0.002045905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009370198,"threshold_uncertainty_score":0.04955488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05334971979052501,"score_gpt":0.4192245706978999,"score_spread":0.3658748509073749,"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."}}