{"id":"W1947997690","doi":"10.1002/gepi.21624","title":"Two‐Phase Stratified Sampling Designs for Regional Sequencing","year":2012,"lang":"en","type":"article","venue":"Genetic Epidemiology","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Stratified sampling; Sampling (signal processing); Statistics; Biology; Computational biology; Mathematics; Computer science; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0557595,0.002697536,0.003647849,0.001656947,0.001171992,0.001325116,0.004504838,0.002648152,0.006763146],"category_scores_gemma":[0.08685045,0.002033912,0.003688741,0.001879682,0.00210971,0.00158272,0.002428053,0.002419937,0.001770773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0015871,"about_ca_system_score_gemma":0.002949479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002854397,"about_ca_topic_score_gemma":0.003344291,"domain_scores_codex":[0.93865,0.05277079,0.001433287,0.004088108,0.002273561,0.0007842851],"domain_scores_gemma":[0.9501709,0.02922731,0.003679972,0.01324667,0.003074095,0.000600952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01907768,0.002165796,0.03350499,0.002916717,0.007370589,0.0007555088,0.002374632,0.1828651,0.01471071,0.308552,0.01119123,0.4145151],"study_design_scores_gemma":[0.007426764,0.009257228,0.01344834,0.0004139013,0.002834715,0.0005258116,0.0002976478,0.7108833,0.009862358,0.2070121,0.03764067,0.0003971221],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01211665,0.0003955087,0.9777689,0.000119572,0.00023681,0.007915611,0.0004371945,0.0004184817,0.0005912224],"genre_scores_gemma":[0.08781888,0.0003414806,0.8833966,0.0003495914,0.0001010866,0.02500086,0.001049383,0.0000883068,0.001853847],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0557595,"threshold_uncertainty_score":0.294888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2117065578301545,"score_gpt":0.4078413363036156,"score_spread":0.1961347784734611,"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."}}