{"id":"W2144028661","doi":"10.1016/j.echo.2008.09.009","title":"American Society of Echocardiography Consensus Statement on the Clinical Applications of Ultrasonic Contrast Agents in Echocardiography","year":2008,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":489,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Statement (logic); Contrast (vision); Radiology; Internal medicine; Cardiology; Artificial intelligence; Law","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":[0.04581362,0.001598016,0.004408037,0.00506972,0.002484886,0.003884868,0.006934986,0.01229989,0.003542254],"category_scores_gemma":[0.06103383,0.001264594,0.004444327,0.003557839,0.004154034,0.001875251,0.002724337,0.01513539,0.003664285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003127342,"about_ca_system_score_gemma":0.02290777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009916661,"about_ca_topic_score_gemma":0.01542025,"domain_scores_codex":[0.9709647,0.009602617,0.006951282,0.0008348764,0.01068631,0.0009601619],"domain_scores_gemma":[0.8550181,0.03785344,0.008965588,0.00329972,0.08748044,0.007382766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008368395,0.0007038054,0.005361207,0.004442033,0.0004303256,0.001604788,0.0005392744,0.00167995,0.006499139,0.009488179,0.6115301,0.3568844],"study_design_scores_gemma":[0.0006072714,0.0007612801,0.01721503,0.01383463,0.00110346,0.005002121,0.0009442685,0.002794272,0.006601948,0.01005141,0.940708,0.0003763531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01336582,0.319516,0.1090484,0.388682,0.08613894,0.003583876,0.002700169,0.001538235,0.07542668],"genre_scores_gemma":[0.08987872,0.227403,0.4173712,0.1464016,0.04831259,0.007068514,0.007878352,0.001104194,0.05458185],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04581362,"threshold_uncertainty_score":0.2422885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0338021727787946,"score_gpt":0.2889053003575953,"score_spread":0.2551031275788007,"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."}}