{"id":"W1980353549","doi":"10.2202/1544-6115.1711","title":"Principal Components of Heritability for High Dimension Quantitative Traits and General Pedigrees","year":2012,"lang":"en","type":"article","venue":"Statistical Applications in Genetics and Molecular Biology","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McGill University","funders":"","keywords":"Principal component analysis; Heritability; Pedigree chart; Variance (accounting); Estimator; Statistics; Context (archaeology); Dimension (graph theory); Linear discriminant analysis; Mathematics; Econometrics; Computer science; Biology; Genetics","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":[0.006334562,0.0009094258,0.0008256996,0.002380175,0.0003870887,0.001232826,0.0009532938,0.0008004062,0.002797522],"category_scores_gemma":[0.03122126,0.0004708159,0.001164501,0.0024531,0.001419375,0.002038135,0.000996134,0.001656821,0.0006234495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007331553,"about_ca_system_score_gemma":0.0007644097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002783064,"about_ca_topic_score_gemma":0.002613782,"domain_scores_codex":[0.9972764,0.001470622,0.0001316387,0.0005472873,0.0004695726,0.00010454],"domain_scores_gemma":[0.9899179,0.008103252,0.0006258144,0.0008740447,0.0004218705,0.00005711442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009751763,0.00004192682,0.01670769,0.0008009214,0.0004900858,0.0003001658,0.0009210943,0.04783323,0.002550801,0.5744485,0.006884954,0.3489233],"study_design_scores_gemma":[0.00003834199,0.00007925356,0.04606341,0.0004488361,0.0002567693,0.0006506707,0.000253216,0.1560784,0.001427703,0.7676218,0.02693584,0.000145736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01059587,0.003620326,0.98312,0.0002172929,0.00007191889,0.00006504262,0.0002744184,0.0001950314,0.00184004],"genre_scores_gemma":[0.3346295,0.009423167,0.6504897,0.0002770978,0.0003393338,0.0005781248,0.0009802753,0.0002969737,0.002985773],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006334562,"threshold_uncertainty_score":0.03350073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106082610958771,"score_gpt":0.3340524076844505,"score_spread":0.3129915815748628,"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."}}