{"id":"W2129071773","doi":"10.1186/2047-217x-3-18","title":"GWATCH: a web platform for automated gene association discovery analysis","year":2014,"lang":"en","type":"article","venue":"GigaScience","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; AIDS Vancouver; University of British Columbia","funders":"National Institute of Child Health and Human Development; National Eye Institute; National Institutes of Health; Megagrants; Michael Smith Health Research BC","keywords":"Genome-wide association study; Health Insurance Portability and Accountability Act; Genome; Genetic association; Human genome; Genetics; Indel; Computational biology; Biology; Single-nucleotide polymorphism; Gene; Computer science; Confidentiality","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":[0.005434984,0.002416546,0.00187838,0.004774583,0.0008076467,0.00272762,0.00386902,0.001365461,0.02581846],"category_scores_gemma":[0.01394277,0.001341493,0.001953283,0.003877517,0.0008413747,0.002094271,0.005137625,0.002406849,0.01655239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649358,"about_ca_system_score_gemma":0.002501499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002741152,"about_ca_topic_score_gemma":0.003261742,"domain_scores_codex":[0.9973201,0.0007652535,0.0003001089,0.000655852,0.0008237853,0.0001349814],"domain_scores_gemma":[0.9913322,0.005122715,0.0005390164,0.001625172,0.0006813289,0.0006997387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004107333,0.0006150837,0.01227134,0.002661186,0.002430673,0.00243103,0.0007659262,0.02737303,0.02700779,0.02321834,0.565814,0.3313044],"study_design_scores_gemma":[0.002981603,0.00046108,0.01849453,0.0006057554,0.0007285712,0.001956691,0.0003494679,0.2997163,0.03581885,0.1692551,0.4689643,0.0006677964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.007319912,0.0008029623,0.4766662,0.0009642038,0.0004131487,0.0006115854,0.06734703,0.4403718,0.005503196],"genre_scores_gemma":[0.06705692,0.001296918,0.7121762,0.001856767,0.0003197973,0.00411221,0.1660458,0.03755694,0.009578397],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02581846,"threshold_uncertainty_score":0.08637136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127745661516903,"score_gpt":0.2676463480472772,"score_spread":0.2563688914321082,"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."}}