{"id":"W3186541468","doi":"10.1016/j.jacc.2021.06.004","title":"Genetics to the Rescue","year":2021,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Medical emergency; Computational 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":[0.0003243781,0.0002357776,0.0007705252,0.00008664197,0.00008554364,0.00001002834,0.00109286,0.0002538072,0.000006372924],"category_scores_gemma":[0.0003290887,0.0001474681,0.0008889125,0.0002388559,0.0005135978,0.000001151144,0.0003459912,0.0005748458,0.000001898908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003233092,"about_ca_system_score_gemma":0.0006356739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004756619,"about_ca_topic_score_gemma":0.00001053635,"domain_scores_codex":[0.997762,0.0007635716,0.0005732483,0.0002585358,0.0003478424,0.0002948608],"domain_scores_gemma":[0.997488,0.00006724432,0.0007116537,0.0009773324,0.0006637547,0.00009199834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001742173,0.000012342,0.0009803838,0.00002678222,0.0004632381,0.0001940293,0.0000068584,0.0008165498,0.01056786,0.00000264001,0.9865596,0.0001955252],"study_design_scores_gemma":[0.0003293499,0.0006810531,0.002299529,0.00003889266,0.0002846084,0.0007973383,0.0001356634,0.00000122896,0.005855397,0.00008074981,0.9893234,0.0001728212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3183093,0.01454377,0.0008949116,0.6598721,0.00354842,0.0005342562,0.001417866,0.0000037729,0.0008756276],"genre_scores_gemma":[0.3278012,0.00711869,0.001944444,0.6225296,0.03709581,0.00002535323,0.00009217708,0.0001290735,0.003263574],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03734243,"threshold_uncertainty_score":0.6013573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018930769579288,"score_gpt":0.2470730859046548,"score_spread":0.2368837782088619,"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."}}