{"id":"W4402408821","doi":"10.1080/23293691.2024.2396312","title":"The Language of Endometriosis Prevalence: How Can Gender Inclusivity and Accuracy Coexist?","year":2024,"lang":"en","type":"article","venue":"Women s Reproductive Health","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Endometriosis; Psychology; Medicine; Demography; Sociology; Gynecology","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":[0.1432864,0.0006353562,0.001544837,0.00713855,0.007954948,0.01742513,0.003258286,0.003492303,0.002394878],"category_scores_gemma":[0.3253446,0.001050135,0.0009673173,0.00463902,0.0460154,0.03219904,0.01741348,0.00790911,0.0004489169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006992281,"about_ca_system_score_gemma":0.0112927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01435289,"about_ca_topic_score_gemma":0.01340025,"domain_scores_codex":[0.831537,0.1340075,0.00982175,0.005148335,0.01581902,0.003666274],"domain_scores_gemma":[0.6396518,0.304256,0.02664692,0.00785718,0.01836144,0.003226653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009718473,0.00002562713,0.02666762,0.001051022,0.000100982,0.0009890095,0.8103844,0.0001266844,0.0004368788,0.09578325,0.003384908,0.06095234],"study_design_scores_gemma":[0.0000181695,0.00009490758,0.01410722,0.007690749,0.0001492137,0.003145909,0.8184474,0.0005889606,0.0007655236,0.09477633,0.06001864,0.0001970363],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2819804,0.04845733,0.04940121,0.5636663,0.004673086,0.0002658984,0.0002688673,0.000110359,0.05117659],"genre_scores_gemma":[0.9613847,0.009255377,0.008501351,0.01854035,0.001123875,0.0001780712,0.00004904346,0.00009098629,0.0008762221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1432864,"threshold_uncertainty_score":0.7577801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03604609892463317,"score_gpt":0.3745152420632863,"score_spread":0.3384691431386531,"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."}}