{"id":"W3026727271","doi":"10.1097/gme.0000000000001571","title":"NAMS 2019 Pre-Meeting Symposium, September 2019, Chicago Illinois: The Perimenopause","year":2020,"lang":"en","type":"article","venue":"Menopause The Journal of The North American Menopause Society","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Gerontology","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":[0.001389777,0.0007105945,0.0004586382,0.0009757557,0.001572194,0.00235383,0.000727835,0.002290855,0.2341554],"category_scores_gemma":[0.002164043,0.000307427,0.0003965588,0.0004145227,0.0005109444,0.0009910049,0.002045888,0.004061623,0.06275015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456767,"about_ca_system_score_gemma":0.003206617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003982378,"about_ca_topic_score_gemma":0.02325656,"domain_scores_codex":[0.9994647,0.0001119556,0.00003281106,0.00007936815,0.0001910613,0.0001201061],"domain_scores_gemma":[0.9979673,0.0001571512,0.00008575319,0.00003865616,0.0007269452,0.001024164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001038164,0.00003576924,0.0003690037,0.0001081145,0.00000436255,0.0001004247,0.00003454652,0.00001552216,0.0002453045,0.0004841686,0.9596798,0.03881923],"study_design_scores_gemma":[0.00001716415,0.00004560401,0.002207452,0.0003004101,0.000003511667,0.00008183529,0.0001055329,0.00001826152,0.00006427437,0.0002847949,0.9968645,0.000006602681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005864752,0.06959999,0.001260578,0.1999363,0.3141923,0.0006757818,0.004793837,0.0006069391,0.4030696],"genre_scores_gemma":[0.0133885,0.03046472,0.001153108,0.02945826,0.05394544,0.0004698628,0.003641089,0.0002426243,0.8672364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2341554,"threshold_uncertainty_score":0.7833278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251656333027485,"score_gpt":0.272762974451575,"score_spread":0.2602464111213002,"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."}}