{"id":"W4388217354","doi":"10.1038/s41588-023-01527-3","title":"An atlas of genetic determinants of forearm fracture","year":2023,"lang":"en","type":"article","venue":"Nature Genetics","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Research, Development and Innovation Office; European Regional Development Fund; Janssen Biotech; Medical Research Council; Genentech; Novo Nordisk Fonden; Faculty of Medicine and Health, University of Sydney; Svenska Läkaresällskapet; Göteborgs Universitet; Danmarks Frie Forskningsfond; Vetenskapsrådet; Fonden til Lægevidenskabens Fremme; Business Finland; Northwest Regional Development Agency; Knut och Alice Wallenbergs Stiftelse; Hungarian Scientific Research Fund; Magyar Tudományos Akadémia; Diabetes UK; Eesti Teadusagentuur; British Heart Foundation; Novo Nordisk; National Institute for Health and Care Research; Wellcome Trust; Cancer Research UK; Maze Therapeutics; Sanofi; Norges Teknisk-Naturvitenskapelige Universitet; Umeå Universitet; European Commission; Innovációs és Technológiai Minisztérium; Bristol-Myers Squibb; Kempe Foundation; Norwegian Institute of Public Health; Novartis; Celgene; Pfizer; Biogen; GlaxoSmithKline; AstraZeneca","keywords":"Biology; Atlas (anatomy); Forearm; Evolutionary biology; Genetics; Computational biology; Anatomy","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":[0.0005979916,0.0004969154,0.0005424424,0.004490906,0.0005161549,0.0009146629,0.0004808854,0.0004704547,0.01248412],"category_scores_gemma":[0.000890309,0.000237402,0.0005849779,0.004250369,0.0003084186,0.000317851,0.0008727878,0.000673315,0.002077219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005700706,"about_ca_system_score_gemma":0.0003912406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003932009,"about_ca_topic_score_gemma":0.004656465,"domain_scores_codex":[0.9994375,0.0001053263,0.00004194661,0.000205835,0.0001536192,0.00005578016],"domain_scores_gemma":[0.9989594,0.0002639342,0.0002429556,0.0001612029,0.0002241632,0.0001483249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002317743,0.0001726767,0.3722275,0.001274204,0.001930017,0.00439765,0.0005089823,0.009877956,0.1318557,0.02241357,0.07605717,0.3769669],"study_design_scores_gemma":[0.00007631574,0.0002595519,0.8172477,0.000192482,0.0004377245,0.006386391,0.0001755867,0.003921681,0.00824866,0.01860917,0.1443575,0.00008728907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6155074,0.06408174,0.1105036,0.006864032,0.001214065,0.0002981228,0.1341834,0.003916793,0.06343082],"genre_scores_gemma":[0.8379924,0.02184925,0.05968245,0.001146339,0.000756514,0.0002926861,0.05880164,0.0004265972,0.01905216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01248412,"threshold_uncertainty_score":0.0417636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00906665292427615,"score_gpt":0.3025660844146434,"score_spread":0.2934994314903673,"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."}}