{"id":"W3208236244","doi":"10.1002/ajpa.24426","title":"Predicting skeletal stature using ancient <scp>DNA</scp>","year":2021,"lang":"en","type":"article","venue":"American Journal of Biological Anthropology","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Deutsche Forschungsgemeinschaft; Charles E. Kaufman Foundation; Alfred P. Sloan Foundation","keywords":"Imputation (statistics); Biology; Genetic variation; Genome-wide association study; Ancient DNA; Explained variation; Demography; Evolutionary biology; Genetics; Statistics; Genotype; Missing data; Single-nucleotide polymorphism; Mathematics; Population; Gene","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":[0.001013951,0.0003156647,0.000253806,0.001031212,0.0001937864,0.0006091546,0.0003165564,0.0003083519,0.002609542],"category_scores_gemma":[0.002686619,0.0001382675,0.0003033347,0.001168208,0.0002874082,0.0002805564,0.0004498044,0.000256477,0.0004831393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285648,"about_ca_system_score_gemma":0.0001517227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004175921,"about_ca_topic_score_gemma":0.007757273,"domain_scores_codex":[0.9996973,0.0001067651,0.00002177129,0.0001184865,0.00003561285,0.00001995502],"domain_scores_gemma":[0.9984176,0.0007764697,0.0003813231,0.0001345886,0.0001788515,0.0001110634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009110056,0.00001403136,0.9821777,0.00002314465,0.0001537389,0.00005154521,0.00003963122,0.00302956,0.00261623,0.0001312869,0.0001498287,0.01152223],"study_design_scores_gemma":[0.00001133254,0.00005756546,0.9768097,0.00001674656,0.00005635065,0.0001288473,0.00008363831,0.02080316,0.001025994,0.0006272704,0.0003694109,0.00001010789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993323,0.0001097589,0.00497247,0.00002734093,0.000004621426,0.000003673376,0.001129944,0.00003334393,0.0003958229],"genre_scores_gemma":[0.9958346,0.00004098668,0.002868203,0.0000110396,0.000006354061,0.000003636047,0.0009921262,0.000006541435,0.0002364359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004175921,"threshold_uncertainty_score":0.008729815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02136665390551828,"score_gpt":0.3211764974688499,"score_spread":0.2998098435633316,"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."}}