{"id":"W3108972885","doi":"10.1093/humrep/deaa242","title":"Top 10 priorities for future infertility research: an international consensus development study  ","year":2020,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Khon Kaen University; University of Toronto; Universidade de São Paulo; Cairo University; Monash University; National Foundation for the Deaf; Universidade de Lisboa; University of Auckland; University of Minnesota; Maurice and Phyllis Paykel Trust; Auckland Medical Research Foundation; University of Warwick; Royal Society Te Apārangi; National Institute for Health and Care Research; Dartmouth College; Medical Research Council; Università degli Studi di Ferrara; Cardiff University; Amsterdam University Medical Centers; London Health Sciences Centre","keywords":"Interim; Infertility; Health care; Fertility; Systematic review; Family medicine; Medicine; MEDLINE; Gynecology; Political science; Population; Environmental health; Law; Pregnancy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001356062,0.0001154633,0.0002057832,0.0001535253,0.0003698137,0.00003289534,0.0001269162,0.00008043127,0.00008316156],"category_scores_gemma":[0.001975646,0.0001035676,0.0000337342,0.0002136634,0.0001451923,0.00009066664,0.00007847846,0.0003262562,0.00001943838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413503,"about_ca_system_score_gemma":0.0002180368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002275249,"about_ca_topic_score_gemma":0.00001845642,"domain_scores_codex":[0.9979824,0.00009130746,0.0003478326,0.0009275139,0.0004066009,0.0002443366],"domain_scores_gemma":[0.9981851,0.00002446191,0.00007408941,0.0006779995,0.0009233534,0.0001149965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007222173,0.003336368,0.58852,0.001302563,0.0004292044,0.00006352722,0.03571821,0.00001037807,0.02643365,0.006362003,0.02073156,0.3098703],"study_design_scores_gemma":[0.001318266,0.002543559,0.7025341,0.00001719046,0.0000201872,0.00002222518,0.01297258,0.000009360844,0.02005268,0.0009902403,0.2593773,0.0001422856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780732,0.0001783709,0.00002038229,0.01815024,0.000507665,0.001957664,0.000002832325,0.0003496335,0.0007599482],"genre_scores_gemma":[0.9929099,0.00000991352,0.002491438,0.00008980308,0.002978704,0.0002294723,0.00004109818,0.00001687734,0.001232799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3097281,"threshold_uncertainty_score":0.4223365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3633765367692541,"score_gpt":0.4782218076895285,"score_spread":0.1148452709202744,"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."}}