{"id":"W4312878931","doi":"10.7554/elife.75061.sa2","title":"Author response: The need for more research into reproductive health and disease","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Disease; Reproductive health; Medicine; Environmental health; Internal medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02185048,0.0009884457,0.002359477,0.002470397,0.005349576,0.009168201,0.002800906,0.02579308,0.1645781],"category_scores_gemma":[0.2499391,0.0008768607,0.001439173,0.001107091,0.004247464,0.00515532,0.005693639,0.02430666,0.07760585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004281259,"about_ca_system_score_gemma":0.01939321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004851235,"about_ca_topic_score_gemma":0.009769588,"domain_scores_codex":[0.9709099,0.01027008,0.002416186,0.00163902,0.01245712,0.002307629],"domain_scores_gemma":[0.6715666,0.1046783,0.009767219,0.009717577,0.1727804,0.03148983],"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":[0.00001208693,0.000003913902,0.00006714551,0.00006580386,0.000003393683,0.00005577878,0.0000490899,0.000007919808,0.00002108049,0.0004372286,0.9968501,0.002426477],"study_design_scores_gemma":[0.00004133152,0.00001911971,0.0004746842,0.0004167842,0.00001039747,0.0002427498,0.0006100626,0.00007830108,0.00007119462,0.002323658,0.9956772,0.0000344982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001170677,0.0008269905,0.0001568231,0.8639015,0.1276382,0.00004475774,0.0002076023,0.00008911868,0.007017964],"genre_scores_gemma":[0.004129017,0.002681883,0.0008680234,0.7308338,0.1355666,0.0001782818,0.0004027655,0.0003494796,0.1249902],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1645781,"threshold_uncertainty_score":0.5505686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2025563716798391,"score_gpt":0.5089279037620825,"score_spread":0.3063715320822434,"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."}}