{"id":"W4407555676","doi":"10.1002/ehf2.15213","title":"Treatment Patterns, Outcomes and Healthcare Resource Utilization of Obstructive Hypertrophic Cardiomyopathy in England","year":2025,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bristol-Myers Squibb Canada; Bristol-Myers Squibb","keywords":"Medicine; Cohort; Heart failure; Hypertrophic cardiomyopathy; Retrospective cohort study; Internal medicine; Observational study; Medical record; Population; Cohort study; Physical therapy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001098,0.0001646059,0.0006413284,0.0001969971,0.00006371107,0.000007539878,0.00002445389,0.00009677008,0.000003676093],"category_scores_gemma":[0.00007510673,0.0001287912,0.0001122405,0.0002334267,0.0000630674,0.00003471887,0.00004459494,0.0001138574,9.72586e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083487,"about_ca_system_score_gemma":0.00007367917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005830415,"about_ca_topic_score_gemma":0.0003430959,"domain_scores_codex":[0.9990403,0.0001039819,0.0002581943,0.000269458,0.0001418823,0.0001861566],"domain_scores_gemma":[0.9994904,0.00009323031,0.0000379154,0.0002417883,0.00007655896,0.00006011824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000137041,0.00005049022,0.9854435,0.000245517,0.0001078355,0.00003247806,0.001638671,0.000003107966,0.0002460126,0.0001797636,0.000142782,0.01177284],"study_design_scores_gemma":[0.002669279,0.0002458225,0.920446,0.0002499682,0.00009833489,0.0000537891,0.001801665,0.0000100075,0.0007654998,0.0000460427,0.07352973,0.00008387343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860929,0.003206264,0.00003054598,0.009792416,0.0001026227,0.0004817557,0.00004029043,0.00002913081,0.0002240254],"genre_scores_gemma":[0.9987982,0.000339351,0.0002584159,0.0002687292,0.00005789314,0.00004197882,0.00002376992,0.00001067584,0.0002009875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07338694,"threshold_uncertainty_score":0.5251953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947731244054931,"score_gpt":0.2876930398369403,"score_spread":0.268215727396391,"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."}}