{"id":"W2344019444","doi":"10.3109/03630269.2016.1158723","title":"Molecular Epidemiology of Hemoglobinopathies in Cambodia","year":2016,"lang":"en","type":"article","venue":"Hemoglobin","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Wildlife Fund Canada","funders":"","keywords":"Thalassemia; Mutation; Gene; Genetics; Biology; Polymerase chain reaction; Molecular biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006427887,0.000250884,0.0008180626,0.0002915332,0.00002628004,0.000001461645,0.0001499614,0.0003441881,0.0001688931],"category_scores_gemma":[0.001002361,0.000161379,0.0002179833,0.000460301,0.0003433869,0.00007190952,0.00007947436,0.0002186576,0.0001280414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332749,"about_ca_system_score_gemma":0.0001691532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000131192,"about_ca_topic_score_gemma":0.00001358369,"domain_scores_codex":[0.9977819,0.0001821523,0.0008078087,0.0004297084,0.0002010666,0.0005973491],"domain_scores_gemma":[0.9987031,0.0002823041,0.000178998,0.0005292242,0.0001019146,0.0002044883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003853283,0.0003814732,0.8803242,0.000225959,0.00007709634,0.0004001977,0.0001712024,0.0000279711,0.0797279,0.01240647,0.001967151,0.02390506],"study_design_scores_gemma":[0.02131417,0.001891413,0.7584314,0.003564299,0.0002869146,0.001243049,0.0009443692,0.0003223749,0.1788798,0.01595642,0.01575945,0.001406273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794785,0.003244098,0.0003860682,0.004719331,0.0001935046,0.0004196926,0.00001668047,0.00007584123,0.01146626],"genre_scores_gemma":[0.9966629,0.0006292287,0.001127285,0.0009685469,0.0000328375,0.00002473533,0.000007301299,0.00003352825,0.0005136584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1218928,"threshold_uncertainty_score":0.6580846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670522563206247,"score_gpt":0.2756081231026696,"score_spread":0.2589028974706071,"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."}}