{"id":"W3205510410","doi":"10.1016/j.cjca.2021.07.133","title":"GUIDELINE-DIRECTED MEDICAL THERAPY IN A SICKKIDS PAEDIATRIC DILATED CARDIOMYOPATHY COHORT: REAL-WORLD UTILIZATION DATA","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Internal medicine; Cohort; Dilated cardiomyopathy; Guideline; Cardiology; Heart failure; Dosing; Ejection fraction; Cardiomyopathy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008824129,0.0002209029,0.0005433195,0.001388207,0.0003833497,0.001267559,0.0005284371,0.0006012305,0.001530992],"category_scores_gemma":[0.005465935,0.0003350708,0.0008600901,0.003269904,0.0002455539,0.000799093,0.0007878551,0.0009731834,0.0002435289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00129678,"about_ca_system_score_gemma":0.001556507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07033232,"about_ca_topic_score_gemma":0.1179472,"domain_scores_codex":[0.998486,0.0003096516,0.0002611901,0.0003378127,0.0003526031,0.0002529277],"domain_scores_gemma":[0.9946407,0.0008410539,0.003145758,0.0002525315,0.0005753171,0.0005445356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004122796,0.0000175211,0.9970819,0.0000270928,0.0001443076,0.00007930302,0.00008377922,0.00006104031,0.00004069824,0.00007314541,0.001108544,0.001241416],"study_design_scores_gemma":[0.000007872614,0.0000200607,0.9983674,0.0000585415,0.00005293674,0.0002959091,0.0003500597,0.0002322283,0.00002130775,0.00003695382,0.0005497203,0.000007046837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758389,0.001742358,0.000205178,0.000673672,0.0000219443,0.00002570148,0.01987922,0.00001008889,0.001602732],"genre_scores_gemma":[0.989,0.001015031,0.0003179332,0.0002592221,0.00002611749,0.00003889042,0.0091708,0.000009836059,0.0001621329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9296677,"threshold_uncertainty_score":0.1398458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05142526218933029,"score_gpt":0.3199308996272577,"score_spread":0.2685056374379274,"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."}}