{"id":"W1849025435","doi":"10.1186/s40695-015-0008-5","title":"Confronting the challenges of the menopausal transition","year":2015,"lang":"en","type":"review","venue":"Women s Midlife Health","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Transition (genetics); Psychology; Medicine; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005439521,0.0004129514,0.0007493275,0.001407991,0.0004613391,0.00109583,0.0005080427,0.001317102,0.003293438],"category_scores_gemma":[0.001111181,0.0001650825,0.0004558412,0.001082703,0.0005066982,0.001147182,0.0007733345,0.001714123,0.000974138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006227585,"about_ca_system_score_gemma":0.001882455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003346585,"about_ca_topic_score_gemma":0.007521604,"domain_scores_codex":[0.9997777,0.00005921447,0.00003174683,0.00002166546,0.00008776614,0.00002191525],"domain_scores_gemma":[0.9996526,0.0001804772,0.00004581222,0.000008438039,0.00008631804,0.00002636531],"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":[0.00005632628,0.00005302746,0.000202675,0.02869912,0.00009379486,0.0002805832,0.0003643787,0.0001329184,0.001172305,0.005994061,0.04448303,0.9184678],"study_design_scores_gemma":[0.000009567609,0.0000576067,0.0008589577,0.0106017,0.00009619645,0.001200329,0.000374286,0.00003457201,0.0002093663,0.00235953,0.9841865,0.00001142115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001068194,0.9976072,0.00005078977,0.0009030623,0.0002002359,0.000002584527,0.000007109719,0.000004143864,0.001118029],"genre_scores_gemma":[0.0009061684,0.9977061,0.0001319729,0.0005478567,0.0001732934,0.000003019401,0.000009256616,9.956375e-7,0.0005213746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003346585,"threshold_uncertainty_score":0.01101762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1572210519341044,"score_gpt":0.4111542410838274,"score_spread":0.253933189149723,"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."}}