{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04124564,0.0009280987,0.001431437,0.001671855,0.003839424,0.01082198,0.002958285,0.01814382,0.01018153],"category_scores_gemma":[0.09105413,0.0005607373,0.00131105,0.001713414,0.01950731,0.02786767,0.005101471,0.03690175,0.003612128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0061244,"about_ca_system_score_gemma":0.01843598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00475694,"about_ca_topic_score_gemma":0.008745368,"domain_scores_codex":[0.9817039,0.007284995,0.001787442,0.001716749,0.006594004,0.00091291],"domain_scores_gemma":[0.8857989,0.07668757,0.00453908,0.004100767,0.02210987,0.006763667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002519654,0.0001784771,0.001055483,0.002957336,0.00008001659,0.001130392,0.002617752,0.0003727427,0.0007807392,0.1477362,0.4956371,0.3472018],"study_design_scores_gemma":[0.00004395897,0.0001660533,0.0008809908,0.007559822,0.00004848935,0.0009001017,0.003663563,0.0002799181,0.0003113798,0.1004819,0.885562,0.0001018416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000537419,0.1254994,0.001261221,0.8499488,0.01927145,0.00001242832,0.00004787636,0.00004819212,0.003373278],"genre_scores_gemma":[0.02626057,0.328871,0.006811351,0.5780466,0.05398048,0.0001048693,0.0001726714,0.0001744173,0.005578135],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04124564,"threshold_uncertainty_score":0.2181304,"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."}}