{"id":"W4403328337","doi":"10.1055/s-0044-1790869","title":"Characterising treatment pathways for natural menopausal symptoms in UK women","year":2024,"lang":"de","type":"article","venue":"Geburtshilfe und Frauenheilkunde","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Natural (archaeology); Medicine; Computer science; History","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":[0.000822932,0.0001448736,0.0003745999,0.00105392,0.000621527,0.001348074,0.0004146848,0.0005866893,0.006185655],"category_scores_gemma":[0.009961847,0.000302717,0.0007480854,0.002006678,0.0003509431,0.0007805739,0.001604615,0.000911487,0.0003822296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003057189,"about_ca_system_score_gemma":0.003734634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1586792,"about_ca_topic_score_gemma":0.1944014,"domain_scores_codex":[0.9989587,0.0003315801,0.0001653621,0.000117709,0.0001288336,0.0002977593],"domain_scores_gemma":[0.9972121,0.0008816825,0.00119246,0.00007031085,0.000287808,0.0003557054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001140092,0.0001256866,0.9389143,0.0007551229,0.0001316632,0.0005953239,0.009098658,0.0004231844,0.0004072627,0.001491596,0.003566463,0.04335063],"study_design_scores_gemma":[0.00004642635,0.0001723462,0.9843704,0.0006386379,0.0000566336,0.0004509164,0.00884873,0.0003831438,0.00009352685,0.0004569355,0.00446025,0.00002211282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982796,0.006088814,0.0002115505,0.003369533,0.00003788582,0.000124665,0.003411854,0.000009739314,0.003950143],"genre_scores_gemma":[0.9942257,0.002739463,0.0003371855,0.0002995048,0.00001052664,0.00007658565,0.0009825093,0.000008124864,0.001320418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1586792,"threshold_uncertainty_score":0.3155111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03520272228117195,"score_gpt":0.3254932009668039,"score_spread":0.290290478685632,"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."}}