{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002805526,0.0004192526,0.001803568,0.0001869704,0.0003542986,0.00008082465,0.0003246645,0.0004446515,0.00007750472],"category_scores_gemma":[0.002597322,0.0003203235,0.0001878969,0.0002661176,0.0004513719,0.0001018061,0.0004053056,0.0009467449,0.00001181568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003496937,"about_ca_system_score_gemma":0.00155191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004413754,"about_ca_topic_score_gemma":0.0000923271,"domain_scores_codex":[0.995931,0.000612625,0.001047988,0.001403566,0.0005272039,0.0004776078],"domain_scores_gemma":[0.9973355,0.0003382382,0.0001722173,0.001108481,0.0007208594,0.0003247304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007782522,0.0005644864,0.003839799,0.01983257,0.0001911777,0.00001870718,0.0008614656,1.807438e-9,2.063216e-7,0.00001257126,0.00008865087,0.9668078],"study_design_scores_gemma":[0.0004221081,0.0007821649,0.3061387,0.0004781366,0.0001016661,0.00001028493,0.0009189972,0.000001873588,0.000002908237,0.0001723557,0.6908123,0.000158469],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1245565,0.8661338,0.00001082353,0.0009924979,0.000559219,0.006895822,0.0002384433,0.0002508078,0.0003620627],"genre_scores_gemma":[0.05541587,0.937822,0.002563151,0.00009422955,0.0009118298,0.001992249,0.0004486794,0.00006606531,0.000685933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9666494,"threshold_uncertainty_score":0.9999249,"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."}}