{"id":"W3090315537","doi":"10.1038/s42003-020-01256-x","title":"Genetic basis of falling risk susceptibility in the UK Biobank Study","year":2020,"lang":"en","type":"article","venue":"Communications Biology","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Medical Research Council; ZonMw","keywords":"Biobank; Falling (accident); Medicine; Environmental health; Genetics; 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":[0.0008393936,0.0001065359,0.0002140647,0.00003400898,0.0001242478,0.000004784085,0.001143261,0.0001414382,0.00001751127],"category_scores_gemma":[0.000999186,0.000082734,0.00008049603,0.00023762,0.000250936,0.000001014849,0.0004034945,0.0001866645,0.000008124764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000920978,"about_ca_system_score_gemma":0.00004914877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003877669,"about_ca_topic_score_gemma":0.001943444,"domain_scores_codex":[0.9975069,0.001558291,0.0004487846,0.0002684258,0.00004080829,0.0001767558],"domain_scores_gemma":[0.9980115,0.0002356428,0.0002095397,0.001422676,0.00008614454,0.00003448974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001316005,0.00017714,0.9888398,0.0000025061,0.00003889,1.094216e-7,0.0007453769,0.0001127433,0.007688258,0.00007461705,0.0001822377,0.002125177],"study_design_scores_gemma":[0.0004155561,0.0006185576,0.9928244,0.000001645951,0.00003640677,0.000001279516,0.002606841,0.0005886521,0.00023162,0.0004688656,0.002099186,0.0001069892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945275,0.001546833,0.001150627,0.001941452,0.00002883909,0.0003719649,0.00004236039,0.000005775482,0.0003847095],"genre_scores_gemma":[0.9933027,0.001206063,0.004788253,0.0004924797,0.00004589408,0.00006267578,0.00009120096,0.00000708619,0.000003628395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007456638,"threshold_uncertainty_score":0.3373795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0559982977514698,"score_gpt":0.3301939471375709,"score_spread":0.2741956493861011,"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."}}