{"id":"W3125057675","doi":"10.2174/1381612827666210125121115","title":"Risk Prediction Models and Scores in Hypertrophic Cardiomyopathy","year":2021,"lang":"en","type":"article","venue":"Current Pharmaceutical Design","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Hypertrophic cardiomyopathy; Risk stratification; Medicine; Risk assessment; Sudden cardiac death; Genetic testing; Natural history; Intensive care medicine; Internal medicine; Cardiology; Computer science","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":[0.0004499354,0.0001857161,0.0004201737,0.0001088932,0.00009063657,0.00002603606,0.00003700649,0.00006904882,0.00001854596],"category_scores_gemma":[0.000223327,0.0001657871,0.0001233137,0.0002993134,0.0001352526,0.0001216582,0.00009482897,0.0004601733,0.00001159105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006969707,"about_ca_system_score_gemma":0.0001009972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003272778,"about_ca_topic_score_gemma":4.112331e-7,"domain_scores_codex":[0.9984248,0.0002721135,0.000284006,0.0004245246,0.0002775828,0.0003170225],"domain_scores_gemma":[0.9992591,0.0001711548,0.0000331194,0.0001965999,0.0001195463,0.0002205526],"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":[0.002431725,0.001455319,0.3007856,0.001145479,0.0006391997,0.001810866,0.001633514,0.003034019,0.02108866,0.002737922,0.006280757,0.656957],"study_design_scores_gemma":[0.02900798,0.001215179,0.4621962,0.002278041,0.005409807,0.003152843,0.0007757749,0.3771915,0.04208881,0.01499354,0.05998468,0.001705597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7912535,0.1308043,0.0732784,0.0006031183,0.001534487,0.0009245782,0.00007833631,0.0001717461,0.001351504],"genre_scores_gemma":[0.9698871,0.02888416,0.0006602957,0.0001190834,0.000316905,0.00006678309,0.00001472334,0.00001862739,0.00003226728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6552514,"threshold_uncertainty_score":0.6760601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1173096428830689,"score_gpt":0.3540102374838746,"score_spread":0.2367005946008057,"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."}}