{"id":"W4390415128","doi":"10.1016/j.jogc.2023.102337","title":"Sperm Donors’ Identity Disclosure: Is It REALLY Crucial? For Whom?","year":2023,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sperm; Sperm donation; Gynecology; Insemination; Sperm bank; Population; In vitro fertilisation; Andrology; Pregnancy; Fertility; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006173594,0.0001089444,0.0004302384,0.0003551278,0.0001752396,0.00002517222,0.0001340651,0.0001461495,0.00007225603],"category_scores_gemma":[0.01322545,0.00008502592,0.00007994231,0.0006570892,0.00009897556,0.0001102207,0.0000538353,0.0003048541,0.000001596555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005138314,"about_ca_system_score_gemma":0.002410026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006674897,"about_ca_topic_score_gemma":0.02717843,"domain_scores_codex":[0.998701,0.00002536582,0.0004821524,0.0001872651,0.0002869828,0.0003172652],"domain_scores_gemma":[0.9975528,0.001258907,0.0003251621,0.0001753543,0.0004885677,0.0001991764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007208882,0.0001308723,0.5771298,0.0004939687,0.000325069,0.002904829,0.0003493985,0.000007419446,0.0000979211,0.002732315,0.2973697,0.1183865],"study_design_scores_gemma":[0.001830496,0.0008347051,0.8461203,0.00001035311,0.00009973519,0.00008909215,0.0006692336,0.00002249733,0.0001571689,0.002987895,0.1470783,0.0001002743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966081,0.002803385,0.0000640491,0.02081663,0.009179636,0.0003117126,0.00003462566,0.00001620555,0.0006927569],"genre_scores_gemma":[0.9954036,0.001592357,0.0004734152,0.001348954,0.0001261138,0.000006991293,0.000004502021,0.00001333717,0.001030654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2689904,"threshold_uncertainty_score":0.9999397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616783803479094,"score_gpt":0.3104631992145473,"score_spread":0.2742953611797564,"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."}}