{"id":"W3046372004","doi":"10.1177/1941874420946513","title":"Clinical Utility and Cost of Inpatient Transthoracic Echocardiography Following Acute Ischemic Stroke","year":2020,"lang":"en","type":"article","venue":"The Neurohospitalist","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University; Ottawa Hospital; Ottawa Public Health; Montreal Neurological Institute and Hospital; University of Ottawa","funders":"","keywords":"Medicine; Ejection fraction; Stroke (engine); Cardiology; Emergency medicine; Internal medicine; Thrombus; Mitral valve; Heart failure","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":[0.00109905,0.0003744035,0.000361319,0.001448277,0.0002833863,0.001206282,0.000583754,0.0004382642,0.001720064],"category_scores_gemma":[0.01583062,0.0001719918,0.0006351731,0.001475524,0.000376265,0.0006957283,0.0006705297,0.0005166964,0.0001326604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002109929,"about_ca_system_score_gemma":0.001050435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009923943,"about_ca_topic_score_gemma":0.01426298,"domain_scores_codex":[0.9977284,0.001130236,0.0003901796,0.0001182524,0.000395145,0.000237766],"domain_scores_gemma":[0.9936178,0.002065015,0.00297482,0.0001382067,0.0006699362,0.0005342489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002594018,0.0001166816,0.9848647,0.00007144177,0.0001977296,0.0002796562,0.00005223537,0.001378003,0.00005376521,0.000177101,0.0005925013,0.01195668],"study_design_scores_gemma":[0.00002373642,0.0002432982,0.9897444,0.0001538636,0.0001631784,0.0009557412,0.0003995621,0.007456347,0.0001319958,0.0003845964,0.0003288213,0.00001444974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961486,0.001002303,0.0001769419,0.0006767006,0.0000236675,0.00002086241,0.000623479,0.000005849219,0.001321636],"genre_scores_gemma":[0.9991754,0.0002651349,0.0001399261,0.00004427087,0.00002050519,0.000005800852,0.0003011702,0.000001015617,0.00004676033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009923943,"threshold_uncertainty_score":0.01973236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274997055343613,"score_gpt":0.3074719202572612,"score_spread":0.2799722147228998,"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."}}