{"id":"W4283210966","doi":"10.1097/gme.0000000000002015","title":"Shining a light on shift work","year":2022,"lang":"en","type":"letter","venue":"Menopause The Journal of The North American Menopause Society","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Spouse; Family medicine; Gynecology; Stock (firearms); Management; Law; Pregnancy; Political science; Archaeology","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":[0.001008202,0.0004388305,0.0004448782,0.0003692183,0.004056724,0.00145516,0.0006407656,0.0124373,0.01082227],"category_scores_gemma":[0.006484293,0.0002443227,0.0003898297,0.0003139745,0.00198809,0.002238446,0.0008799642,0.01664886,0.003916477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002629993,"about_ca_system_score_gemma":0.00218018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01064593,"about_ca_topic_score_gemma":0.01745515,"domain_scores_codex":[0.9990404,0.000332604,0.00007407023,0.000106449,0.0002533191,0.0001931063],"domain_scores_gemma":[0.9982461,0.0006309331,0.00009772813,0.00008211033,0.0003337723,0.0006094446],"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":[0.00005302025,0.0000415363,0.001605178,0.00004681395,0.0000092089,0.01032747,0.0007725533,0.00003687659,0.0002746184,0.003444544,0.9646057,0.0187826],"study_design_scores_gemma":[0.00008887095,0.0001177294,0.003918942,0.0006132174,0.0000164828,0.02017182,0.003065539,0.0001713717,0.0001346711,0.006996527,0.9646695,0.00003538425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001636856,0.002935103,0.00009737882,0.9704028,0.01442378,0.00001151285,0.00001969459,0.00001652559,0.01045639],"genre_scores_gemma":[0.02963878,0.005224266,0.0002818576,0.9058204,0.0284384,0.00002697051,0.00002629253,0.0000219679,0.03052109],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0124373,"threshold_uncertainty_score":0.0362041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236623037469487,"score_gpt":0.2443511733454574,"score_spread":0.2319849429707625,"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."}}