{"id":"W1662673602","doi":"","title":"Progesterone for Symptomatic Perimenopause Treatment - Progesterone politics, physiology and potential for perimenopause.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Ovarian function and disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Medicine; Ovulation; Mood; Menstrual cycle; Internal medicine; Bedtime; Gynecology; Physiology; Hormone; Psychiatry","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":[0.0004822793,0.0002551472,0.0003620949,0.0005066273,0.0005447021,0.0006410729,0.0003236521,0.001440786,0.03498385],"category_scores_gemma":[0.001237172,0.0001092293,0.0004537204,0.0003311148,0.000231433,0.0004673735,0.0005390741,0.001250295,0.01105009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004801287,"about_ca_system_score_gemma":0.00102575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001382953,"about_ca_topic_score_gemma":0.004196581,"domain_scores_codex":[0.9997547,0.00006982108,0.00002085555,0.00001911702,0.00009086735,0.00004464566],"domain_scores_gemma":[0.999741,0.00006254751,0.00004514839,0.00001686744,0.00005489659,0.0000794731],"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":[0.0009010021,0.0003257859,0.002502349,0.001966623,0.00005328106,0.001146526,0.0001836573,0.00004449071,0.003178687,0.003125914,0.2584529,0.7281187],"study_design_scores_gemma":[0.000311457,0.0004668381,0.007646812,0.001173415,0.00006366499,0.004033493,0.0001459276,0.00004442897,0.0008102854,0.001921635,0.9833677,0.00001443994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01808848,0.6799173,0.001566129,0.1158298,0.007432468,0.0007321918,0.00296603,0.0008780471,0.1725894],"genre_scores_gemma":[0.189999,0.451593,0.0112523,0.07188979,0.01112677,0.001274276,0.00389528,0.0003555232,0.2586142],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03498385,"threshold_uncertainty_score":0.1170326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0406960254250051,"score_gpt":0.2496616676297288,"score_spread":0.2089656422047237,"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."}}