{"id":"W3124145827","doi":"10.1093/humrep/deaa373","title":"Social sperm freezing","year":2020,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Sperm; Fertility; Offspring; Spermatozoon; Biology; Andrology; Oocyte; Female sperm storage; Undoing; Cryopreservation; Genetics; Sperm competition; Psychology; Medicine; Population; Pregnancy; Embryo; Environmental health","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":[0.0008897116,0.0003991703,0.0003209904,0.0005420031,0.0008559003,0.0004687756,0.0004793578,0.0004448742,0.01185473],"category_scores_gemma":[0.002062692,0.00009509963,0.0005648556,0.0003970083,0.0007825471,0.0004304912,0.0008747006,0.0005351033,0.0009648284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004781332,"about_ca_system_score_gemma":0.0007089572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003143138,"about_ca_topic_score_gemma":0.003283876,"domain_scores_codex":[0.9994366,0.0001547613,0.00004341915,0.00009719127,0.000187556,0.00008053644],"domain_scores_gemma":[0.9991623,0.0002127742,0.0002922335,0.0001143474,0.0001453611,0.00007312062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00155946,0.000516086,0.1622861,0.00281414,0.0007891306,0.006447309,0.003347657,0.001680463,0.08574221,0.02185476,0.01817851,0.6947841],"study_design_scores_gemma":[0.0002243295,0.007098183,0.4859143,0.002815769,0.001154002,0.05099619,0.005250855,0.00254834,0.1345549,0.01887736,0.2902426,0.0003232526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8107052,0.07920887,0.0247965,0.005312517,0.002571789,0.0005561332,0.001928176,0.0005626981,0.07435819],"genre_scores_gemma":[0.9562647,0.01862725,0.006557334,0.001090255,0.0004484228,0.000131703,0.0008926325,0.00005372236,0.01593393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01185473,"threshold_uncertainty_score":0.03965807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1354660190389844,"score_gpt":0.3693018936628633,"score_spread":0.2338358746238788,"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."}}