{"id":"W6981822325","doi":"","title":"Find Your Flow: A Menstrual Health Social Media Campaign","year":2022,"lang":"en","type":"article","venue":"DigitalCommons - CalPoly (California State Polytechnic University)","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shame; Menstruation; Menarche; Social media; Stigma (botany); Silence; Social stigma; Reproductive health; Social support","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003516393,0.0004293755,0.0007633207,0.0009102859,0.00127327,0.00004215677,0.0004497016,0.0001301521,0.0006501552],"category_scores_gemma":[0.00006920938,0.0004846858,0.0003386567,0.001586735,0.0003184018,0.0001890606,0.0005343952,0.0009204817,0.0001294929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173847,"about_ca_system_score_gemma":0.001504009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003723264,"about_ca_topic_score_gemma":0.000234857,"domain_scores_codex":[0.9964312,0.0002097594,0.0005820777,0.0006517951,0.0008606446,0.001264474],"domain_scores_gemma":[0.9979339,0.0001685907,0.0003015572,0.0005143244,0.00008162984,0.001000058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01218549,0.00643008,0.02367429,0.001297015,0.001122052,0.004409811,0.015612,0.0005167847,0.0006041937,0.03030745,0.2743378,0.6295031],"study_design_scores_gemma":[0.007703095,0.001453481,0.004435649,0.00006131674,0.0001518771,0.0004052568,0.01402579,0.0009014808,0.0000896973,0.0008970529,0.9688827,0.0009925999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8445958,0.0009461229,0.003628586,0.0165425,0.0009605805,0.002796033,0.02223243,0.001807098,0.1064909],"genre_scores_gemma":[0.9934201,0.00007484779,0.0007007436,0.002475759,0.0001031872,0.000015412,0.001199651,0.00007056318,0.00193973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6945449,"threshold_uncertainty_score":0.9997605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03279512151663177,"score_gpt":0.2611095371254155,"score_spread":0.2283144156087837,"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."}}