{"id":"W2998772609","doi":"10.1161/circulationaha.119.043964","title":"OUTSMART HF","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Health Canada; Foothills Medical Centre; Montreal Heart Institute; Occupational Cancer Research Centre; University of Ottawa; Queen Elizabeth II Health Sciences Centre; University of Alberta","funders":"Canadian Institutes of Health Research; Institut de Cardiologie de Montréal; Fondation Institut de Cardiologie de Montréal; Heart and Stroke Foundation of Canada; Alberta Innovates; Tekes; University of Ottawa","keywords":"Medicine; Heart failure; Internal medicine; Cardiology; Magnetic resonance imaging; Randomized controlled trial; Clinical trial; Clinical endpoint; Cardiac magnetic resonance imaging; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005530097,0.0002481991,0.000434517,0.0002093674,0.0004396271,0.0003485516,0.0002621708,0.0003108908,0.03686794],"category_scores_gemma":[0.0009030005,0.0001000942,0.0004919209,0.0001478495,0.0001744738,0.0002157844,0.0003729864,0.0004728436,0.003141484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002028738,"about_ca_system_score_gemma":0.0005034939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004327891,"about_ca_topic_score_gemma":0.00110704,"domain_scores_codex":[0.999747,0.00004859059,0.00002729756,0.00004782367,0.00004958479,0.00007978745],"domain_scores_gemma":[0.9993935,0.0001140085,0.0001103572,0.00003687574,0.00004690883,0.0002984135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05617926,0.006500322,0.1481681,0.001762412,0.0004911106,0.001037913,0.0002646524,0.0003614976,0.006639387,0.001830764,0.03699443,0.7397701],"study_design_scores_gemma":[0.04911072,0.08260411,0.5482122,0.002911302,0.002194584,0.008318456,0.000752632,0.001638452,0.005158638,0.004959566,0.2940362,0.0001029953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8834152,0.01365225,0.001960138,0.002380713,0.001601212,0.002065689,0.003611511,0.0001775821,0.09113581],"genre_scores_gemma":[0.9683118,0.004163729,0.001403274,0.00429077,0.001545981,0.001200927,0.002307073,0.00002237608,0.01675408],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03686794,"threshold_uncertainty_score":0.1233355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03199516765644474,"score_gpt":0.2494516331869515,"score_spread":0.2174564655305067,"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."}}