{"id":"W4283749902","doi":"10.1093/humrep/deac107.277","title":"P-289 KIDscore and PGT-A: Is there a relationship between the findings?","year":2022,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Embryo; Blastocyst; Embryo transfer; Andrology; Ploidy; Reproduction; Biology; Analysis of variance; Gynecology; Medicine; Embryogenesis; Genetics; Internal medicine","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":[0.0004412698,0.00006927853,0.00009516472,0.00004935614,0.0007551824,0.00001933538,0.00005393515,0.00002904523,0.0001534314],"category_scores_gemma":[0.0004600023,0.00005289628,0.00003318729,0.0001613254,0.00006452934,0.00003865349,0.0000932651,0.0003316246,0.0000123194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004265879,"about_ca_system_score_gemma":0.00001595506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008333611,"about_ca_topic_score_gemma":0.000002708948,"domain_scores_codex":[0.9992056,0.00005743103,0.0001287964,0.0003002734,0.0002024853,0.0001054092],"domain_scores_gemma":[0.999359,0.000113138,0.00004964616,0.0004120011,0.00002582729,0.00004037721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002364625,0.00002519289,0.9820278,0.00002035356,0.00001858772,0.000005242486,0.0008387801,0.00000783544,0.0001058744,0.001684959,0.01219348,0.0030483],"study_design_scores_gemma":[0.000299525,0.0001823214,0.9784157,0.00001852958,0.00008114211,0.00008193687,0.0003436825,0.000007913911,0.0003491768,0.002833169,0.01732343,0.00006344901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907402,0.0009919545,0.00002493446,0.006070254,0.0001040562,0.0002317189,0.00001107746,0.00007734323,0.001748441],"genre_scores_gemma":[0.9956197,0.00001066616,0.00006919207,0.0001604027,0.0005111411,0.00003295594,0.00006612691,0.00001269227,0.00351714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005909851,"threshold_uncertainty_score":0.5808329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08004656752205673,"score_gpt":0.3132821918509983,"score_spread":0.2332356243289416,"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."}}