{"id":"W2016515419","doi":"10.1016/j.rbmo.2013.10.020","title":"Strengths and pitfalls of Canadian gamete and embryo donor registries: searching for beneficent solutions","year":2013,"lang":"en","type":"article","venue":"Reproductive BioMedicine Online","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Université de Sherbrooke","keywords":"Gamete; Donor insemination; Andrology; Medicine; Biology; Gynecology; Genetics; Sperm; Pregnancy; Artificial insemination","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1050016,0.000481431,0.0007925153,0.005504106,0.01014198,0.009648217,0.006048132,0.00406142,0.006676178],"category_scores_gemma":[0.2547978,0.0007379552,0.0007191199,0.008774516,0.004585429,0.005511856,0.005144853,0.005736216,0.0004185837],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04933525,"about_ca_system_score_gemma":0.2766832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8175676,"about_ca_topic_score_gemma":0.932388,"domain_scores_codex":[0.930941,0.02520615,0.005111527,0.003403272,0.02724812,0.008089906],"domain_scores_gemma":[0.642469,0.1655073,0.03131429,0.009723819,0.1137649,0.03722057],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004842854,0.0001714133,0.1685932,0.002521291,0.0003157212,0.001818295,0.01652099,0.001970521,0.0009974737,0.1385712,0.3508467,0.3171889],"study_design_scores_gemma":[0.0003608254,0.0001989327,0.1238512,0.01175475,0.0008835651,0.003075192,0.05776191,0.005955436,0.00176057,0.04881249,0.7450693,0.0005160178],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05104014,0.008927503,0.0078863,0.8674522,0.001808043,0.0004919212,0.001531486,0.0001544667,0.0607079],"genre_scores_gemma":[0.7793676,0.01275095,0.03864134,0.1570292,0.001350949,0.0004756921,0.001069997,0.000160751,0.009153575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9506648,"threshold_uncertainty_score":0.5553083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04019907110951131,"score_gpt":0.3230200739032997,"score_spread":0.2828210027937884,"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."}}