{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001036148,0.000223626,0.0003692296,0.00009415775,0.000119577,0.00002241442,0.00004791104,0.0001028321,0.00005195888],"category_scores_gemma":[0.00005199174,0.0001797939,0.00006705787,0.00004602168,0.0001263585,0.00008430083,0.00002289118,0.0000411407,0.000007098014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009175404,"about_ca_system_score_gemma":0.00005980189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001780937,"about_ca_topic_score_gemma":0.000002194339,"domain_scores_codex":[0.9987051,0.00002514643,0.0002589477,0.0003775393,0.00008538803,0.000547885],"domain_scores_gemma":[0.9992679,0.00003342993,0.00008574007,0.0002565741,0.0000839528,0.0002723618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04798142,0.04227336,0.04099756,0.01340966,0.0135185,0.0001589968,0.0289676,0.000009653411,0.1710819,0.08094835,0.01230742,0.5483456],"study_design_scores_gemma":[0.07106441,0.02217388,0.7881386,0.00008224261,0.003825761,0.0005621854,0.00215515,0.0006692275,0.06974161,0.005887192,0.03418575,0.001514018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887953,0.0003817978,0.0006371065,0.0008243703,0.0003621793,0.007902969,0.00004423778,0.0001627056,0.0008892689],"genre_scores_gemma":[0.9816803,0.00001673042,0.002755383,0.0004093073,0.0002089727,0.01110617,0.00007522688,0.00005019101,0.00369766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.747141,"threshold_uncertainty_score":0.7331783,"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."}}