{"id":"W3105264033","doi":"10.1161/circ.142.suppl_3.14586","title":"Abstract 14586: Variability in Indicated Left Ventricular Function Reassessment After Mi: The Acute Myocardial Infarction Quality Assurance (AMIQA) Canada Multicenter Prospective Study","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; Western University; Libin Cardiovascular Institute of Alberta; London Health Sciences Centre; Kelowna General Hospital; Montreal Heart Institute; Queen Elizabeth II Health Sciences Centre; University of British Columbia; University of Calgary","funders":"","keywords":"Medicine; Ejection fraction; Internal medicine; Myocardial infarction; Heart failure; Observational study; Revascularization; Cardiology; Prospective cohort study; Referral; Guideline; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003279469,0.0004635272,0.0005227425,0.0006862571,0.00202128,0.001527307,0.001648729,0.0008651641,0.001712433],"category_scores_gemma":[0.006912546,0.0003678633,0.0006829128,0.002335721,0.0007426813,0.0004859084,0.0008296394,0.0010597,0.0003285533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008158062,"about_ca_system_score_gemma":0.008458867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8370438,"about_ca_topic_score_gemma":0.8419747,"domain_scores_codex":[0.9972256,0.000616319,0.0002373888,0.0005502899,0.0008912007,0.0004791879],"domain_scores_gemma":[0.9925645,0.0005236993,0.002502899,0.0004876826,0.002634738,0.001286556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001667711,0.00006722085,0.9981389,0.00001254807,0.00006077202,0.00001376169,0.000139842,0.00002481293,0.00004962495,0.00002284717,0.000545564,0.0007573883],"study_design_scores_gemma":[0.00002651276,0.00003070909,0.9995638,0.000007395324,0.00001594024,0.00001336556,0.0000802332,0.00007327875,0.00001035361,0.000006350556,0.0001684559,0.000003656339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916649,0.0004399917,0.0001729334,0.0003527811,0.00002041811,0.0002106309,0.005668803,0.000009551222,0.001459799],"genre_scores_gemma":[0.9953049,0.0001670221,0.0002633481,0.0002306144,0.0000224931,0.0001231183,0.003405114,0.000006845265,0.0004764945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1629562,"threshold_uncertainty_score":0.3278317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228588276633394,"score_gpt":0.2758069788085937,"score_spread":0.2635210960422597,"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."}}