{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009740832,0.001220562,0.0008895175,0.004115924,0.0003464326,0.002719587,0.001020898,0.0009253853,0.003840199],"category_scores_gemma":[0.03947279,0.0003016761,0.001278246,0.00255782,0.0005554539,0.001437827,0.001636563,0.001977388,0.001123361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005772837,"about_ca_system_score_gemma":0.001106266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002970893,"about_ca_topic_score_gemma":0.001817278,"domain_scores_codex":[0.9966536,0.002259994,0.0002697431,0.0002436652,0.0004538762,0.0001191587],"domain_scores_gemma":[0.9774344,0.01856427,0.001464523,0.0004660935,0.001638412,0.0004323186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001444551,0.0005557457,0.2896794,0.001519024,0.001618691,0.0007370527,0.0004754157,0.1167069,0.0003298593,0.04076244,0.02774991,0.518421],"study_design_scores_gemma":[0.0002312815,0.001075475,0.06743889,0.001630168,0.0008058027,0.00117395,0.0004937447,0.7624501,0.0003540317,0.1476935,0.01647992,0.0001730703],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.345515,0.1122985,0.4800156,0.02183379,0.002875072,0.001089387,0.01169563,0.001794609,0.02288237],"genre_scores_gemma":[0.8784518,0.01927739,0.08999398,0.0007903041,0.001939373,0.0006122351,0.005729806,0.0001504568,0.00305467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009740832,"threshold_uncertainty_score":0.05151504,"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."}}