{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4186107,0.001264255,0.003442233,0.01027924,0.005372586,0.01216425,0.005316485,0.00560671,0.006279325],"category_scores_gemma":[0.4445587,0.001604479,0.004744045,0.009981077,0.006317522,0.01422787,0.01917186,0.007261771,0.0009620113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02030286,"about_ca_system_score_gemma":0.09898734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002921773,"about_ca_topic_score_gemma":0.00455943,"domain_scores_codex":[0.668347,0.2526253,0.04550968,0.00805125,0.02020372,0.005263083],"domain_scores_gemma":[0.4866002,0.3408719,0.02474547,0.01320255,0.118261,0.01631891],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001031563,0.0007426118,0.03093565,0.09963552,0.002359338,0.001105424,0.1871831,0.003169501,0.00150955,0.1047675,0.05508314,0.512477],"study_design_scores_gemma":[0.002254784,0.001736836,0.02304394,0.1908055,0.0046088,0.0009712301,0.4120254,0.01077567,0.001977881,0.1517429,0.1993402,0.0007170046],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1672868,0.07814235,0.2107651,0.3999373,0.01404267,0.07634927,0.003884455,0.0005863842,0.04900583],"genre_scores_gemma":[0.4867998,0.02753068,0.3960701,0.02370959,0.001106414,0.06039241,0.002391461,0.0001483661,0.001851222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5813893,"threshold_uncertainty_score":0.7169566,"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."}}