{"id":"W4284974425","doi":"10.1097/rd9.0000000000000008","title":"Executive Editor-in-Chief's introduction for This Special Issue","year":2022,"lang":"en","type":"article","venue":"Reproductive and Developmental Medicine","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fertility preservation; Medicine; Mainland China; China; Family medicine; Fertility; Library science; Political science; Population; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001411747,0.0002250145,0.0005184612,0.000239308,0.0003520465,0.000003677656,0.00007796051,0.00007065404,0.00246999],"category_scores_gemma":[0.001384922,0.0001878653,0.00004825017,0.000395823,0.0004592201,0.0001077762,0.0001458795,0.0004006948,0.00001518933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004502442,"about_ca_system_score_gemma":0.000153634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000553033,"about_ca_topic_score_gemma":0.00000478024,"domain_scores_codex":[0.9975992,0.0001163355,0.0004182817,0.001240928,0.0003138789,0.0003113519],"domain_scores_gemma":[0.9992062,0.00009502876,0.0001066543,0.0003256381,0.0001642521,0.000102165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01647701,0.0005794006,0.03540548,0.0001208753,0.0001965188,0.00003960513,0.008402405,0.000001593942,0.02298073,0.0004253063,0.8818818,0.03348922],"study_design_scores_gemma":[0.002357011,0.001327768,0.1799517,0.00002035565,0.00005523257,0.0003889138,0.005874868,0.000003636231,0.006639395,0.001385152,0.8017942,0.0002017871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8396951,0.003209553,0.0001490387,0.08803432,0.02521947,0.00517469,0.00005850693,0.0001546004,0.03830469],"genre_scores_gemma":[0.6859636,0.0002899783,0.003446347,0.001877604,0.2716253,0.001091824,0.0005797921,0.0000677903,0.03505782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2464058,"threshold_uncertainty_score":0.9984419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01622708635720658,"score_gpt":0.2778551299016979,"score_spread":0.2616280435444913,"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."}}