{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001622728,0.00009108417,0.000182963,0.00005712436,0.0002334567,0.0000110518,0.00005016235,0.00007326579,0.00008083812],"category_scores_gemma":[0.0003944299,0.00008477357,0.0000585954,0.0002300199,0.00009724251,0.00005977693,0.00003636611,0.0002542294,0.0001019592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004483761,"about_ca_system_score_gemma":0.00002836952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001385822,"about_ca_topic_score_gemma":7.938133e-7,"domain_scores_codex":[0.9988493,0.00001728664,0.0001873718,0.0006059977,0.0001623379,0.0001777053],"domain_scores_gemma":[0.9994236,0.000002880299,0.0000698948,0.0003431453,0.0000918912,0.00006859346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004588573,0.0002865932,0.04135916,0.0008132695,0.0001029743,0.00007638006,0.00392906,0.000005082707,0.7066254,0.02750048,0.06463599,0.1542067],"study_design_scores_gemma":[0.002022428,0.001424961,0.2734233,0.00004990392,0.000144926,0.0002500846,0.001552764,0.00002954417,0.3425762,0.00854322,0.3695028,0.000479823],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375437,0.0003146105,0.00006555409,0.05254719,0.0001595105,0.0003395623,4.937878e-7,0.0007148098,0.008314599],"genre_scores_gemma":[0.9947014,0.00001663401,0.0003725199,0.0005319371,0.003701418,0.00001442774,0.00001294736,0.00001754384,0.0006311893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3640492,"threshold_uncertainty_score":0.3456966,"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."}}