{"id":"W3093087082","doi":"10.1016/j.fertnstert.2020.09.019","title":"TRENDS IN FERTILITY PRACTICE DURING THE COVID-19 PANDEMIC: A GLOBAL SURVEY OF 299 CLINICS REPRESENTING 228,500 IVF CYCLES","year":2020,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of British Columbia","funders":"","keywords":"Pandemic; Medicine; Reproductive medicine; Family medicine; Mandate; Coronavirus disease 2019 (COVID-19); Infertility; Fertility; Government (linguistics); Reproductive health; Demography; Gynecology; Environmental health; Pregnancy; Population; Political science; Infectious disease (medical specialty); Disease; Biology","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":[0.0005804399,0.0001148909,0.0002028651,0.0008917226,0.0003626435,0.0006119591,0.0003712012,0.0006121721,0.001250384],"category_scores_gemma":[0.001995075,0.0002347467,0.0003201975,0.002079874,0.0003356106,0.0005747958,0.000718208,0.0005112491,0.0001940438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006747028,"about_ca_system_score_gemma":0.0008168657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03528343,"about_ca_topic_score_gemma":0.06675942,"domain_scores_codex":[0.9993207,0.0001546423,0.0001086402,0.0001581578,0.0001190209,0.0001388669],"domain_scores_gemma":[0.9978636,0.000432523,0.001043784,0.00006381833,0.0002119738,0.0003842651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003335625,0.00001750815,0.9969611,0.00003068234,0.00002450555,0.00005488849,0.0004565138,0.00004726411,0.0001834846,0.00002289031,0.0003659938,0.001801785],"study_design_scores_gemma":[0.000001714365,0.00002344275,0.9983236,0.00001658312,0.000005522851,0.0001316152,0.001024557,0.00005946935,0.00002393382,0.000004336093,0.0003819567,0.000003234432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942525,0.0008725722,0.00008052707,0.0002714913,0.000006421234,0.00002032964,0.003454351,0.000007010201,0.001034845],"genre_scores_gemma":[0.9977788,0.0005132466,0.00009527446,0.0002150139,0.000007349567,0.00001992224,0.001164997,0.000004059598,0.0002013159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03528343,"threshold_uncertainty_score":0.07015616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2137209024237066,"score_gpt":0.4405326519628614,"score_spread":0.2268117495391548,"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."}}