{"id":"W4378471288","doi":"10.1016/j.xfre.2023.05.006","title":"Preimplantation sex selection via in vitro fertilization: time for a reappraisal","year":2023,"lang":"en","type":"article","venue":"F&S Reports","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"In vitro fertilisation; Sex selection; Context (archaeology); Selection (genetic algorithm); Human fertilization; Biology; Embryo; Psychology; Genetics; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003342868,0.00007148812,0.0001609133,0.0002237872,0.00005027065,0.000006282403,0.00001552508,0.0000935952,0.00001269552],"category_scores_gemma":[0.0006273542,0.00006563635,0.00003032956,0.000534526,0.00001729477,0.00006584686,0.00001132396,0.00007751642,0.00002359603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003920368,"about_ca_system_score_gemma":0.00009255483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003133779,"about_ca_topic_score_gemma":0.000004508584,"domain_scores_codex":[0.9990706,0.0000134446,0.0002913846,0.0003036158,0.000129419,0.0001914947],"domain_scores_gemma":[0.9995281,0.00004221247,0.0001099387,0.0001896384,0.00009312736,0.00003695408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002242537,0.0002521614,0.08580542,0.000843866,0.0000697763,0.0008704058,0.0005965329,0.0002304458,0.7107227,0.0001082933,0.0224149,0.175843],"study_design_scores_gemma":[0.00130977,0.0007879444,0.3961257,0.00009876191,0.00006205875,0.004041564,0.0001299845,0.01032845,0.5412235,0.005083285,0.04053321,0.0002757981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990914,0.00005173859,0.002590926,0.001420312,0.0002863289,0.001340932,0.000002867185,0.0008529716,0.002539924],"genre_scores_gemma":[0.9957716,0.00001476278,0.001136387,0.00005590594,0.0001347718,0.0002269385,0.0002996589,0.00001623137,0.002343771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3103203,"threshold_uncertainty_score":0.2676573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578239652663325,"score_gpt":0.3424911737702104,"score_spread":0.3167087772435772,"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."}}