{"id":"W4237322338","doi":"10.1016/j.fertnstert.2020.11.014","title":"Top 10 priorities for future infertility research: an international consensus development study","year":2020,"lang":"en","type":"review","venue":"Fertility and Sterility","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Maurice and Phyllis Paykel Trust; Universidade de Lisboa; Nordic Pharma Group; Khon Kaen University; University of Toronto; Monash University; Vifor Pharma; National Foundation for the Deaf; Cardiff University; University of Auckland; Auckland Medical Research Foundation; Royal Society Te Apārangi; Wellbeing of Women; National Institute for Health and Care Research; Dartmouth College; Università degli Studi di Ferrara; National Health and Medical Research Council; Universidade de São Paulo; Cairo University; Merck KGaA; Amsterdam University Medical Centers; University of Warwick; London Health Sciences Centre; University of Minnesota","keywords":"Infertility; Gynecology; Medicine; Political science; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4256444,0.001254085,0.003198978,0.009750988,0.005861111,0.01122896,0.005124259,0.004579812,0.00600856],"category_scores_gemma":[0.3968205,0.001520327,0.004533499,0.008824191,0.006224858,0.01192379,0.01892218,0.006482082,0.0007555284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02081515,"about_ca_system_score_gemma":0.1050758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002936945,"about_ca_topic_score_gemma":0.004787727,"domain_scores_codex":[0.6518899,0.2685325,0.04512172,0.00789254,0.02128087,0.005282491],"domain_scores_gemma":[0.5387936,0.2891929,0.02358169,0.0134115,0.1193024,0.01571784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001017414,0.0008979882,0.02826889,0.08331484,0.002301502,0.001038966,0.1855568,0.003339961,0.001680994,0.1007103,0.04477665,0.5470957],"study_design_scores_gemma":[0.002669449,0.002095059,0.02329963,0.1729866,0.004469949,0.0009942692,0.4131348,0.01215163,0.002619076,0.151174,0.2136929,0.0007126628],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.2017692,0.07164587,0.2125501,0.3566375,0.01256475,0.09345453,0.003583657,0.0005142735,0.04728003],"genre_scores_gemma":[0.4843138,0.0225625,0.3978785,0.0209525,0.001014792,0.06885485,0.002301823,0.0001223063,0.001998877],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4256444,"threshold_uncertainty_score":0.7082827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4131947211662572,"score_gpt":0.5139130824338087,"score_spread":0.1007183612675516,"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."}}