{"id":"W2061353017","doi":"10.1002/gepi.20125","title":"Validity, efficiency, and robustness of a family‐based test of association","year":2005,"lang":"en","type":"article","venue":"Genetic Epidemiology","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Population stratification; Statistics; Robustness (evolution); Score test; Test statistic; Statistic; Association test; Type I and type II errors; Genetic association; Population; Mathematics; Statistical power; Allele; Statistical hypothesis testing; Econometrics; Genetics; Biology; Genotype; Demography; Single-nucleotide polymorphism","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07738709,0.0009441521,0.001978803,0.005277989,0.0007590916,0.002829704,0.003119973,0.002930129,0.00225979],"category_scores_gemma":[0.3808658,0.0004929357,0.001771159,0.003106024,0.005850157,0.004127182,0.00313158,0.001953464,0.000603123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008888587,"about_ca_system_score_gemma":0.001412093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414549,"about_ca_topic_score_gemma":0.0005874195,"domain_scores_codex":[0.9455189,0.03931348,0.002628404,0.005008569,0.006601594,0.0009290891],"domain_scores_gemma":[0.4127425,0.5492666,0.01184122,0.01749809,0.007269341,0.001382256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003469146,0.0003561993,0.4991806,0.0004821767,0.003873505,0.001163719,0.0008575571,0.1443275,0.004983191,0.07209498,0.003205782,0.2660056],"study_design_scores_gemma":[0.0006190792,0.001674513,0.1147085,0.0002071416,0.000751632,0.004443385,0.000353316,0.7715261,0.007642446,0.09332009,0.004477381,0.0002764912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4283018,0.001645911,0.5591053,0.001867316,0.0001940329,0.0002791506,0.0009375155,0.000541639,0.00712731],"genre_scores_gemma":[0.9339052,0.0002121345,0.06407024,0.0002532016,0.0001425973,0.0001647611,0.0006019732,0.00007767927,0.0005721626],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07738709,"threshold_uncertainty_score":0.4092669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03738183606448306,"score_gpt":0.3033789616436319,"score_spread":0.2659971255791488,"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."}}