{"id":"W4245394022","doi":"10.3410/f.5388956.5343054","title":"Faculty Opinions recommendation of Guidelines for the echocardiographic assessment of the right heart in adults: a report from the American Society of Echocardiography endorsed by the European Association of Echocardiography, a registered branch of the European Society of Cardiology, and the Canadian Society of Echocardiography.","year":2010,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Right heart; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01533089,0.0006668326,0.002699892,0.0002786874,0.0004721047,0.00005832276,0.002235537,0.0005164007,0.000004549042],"category_scores_gemma":[0.005957129,0.0002851894,0.009068636,0.005249599,0.004528552,0.0001194263,0.0006126528,0.001847703,1.367839e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110657,"about_ca_system_score_gemma":0.0009241274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272094,"about_ca_topic_score_gemma":0.0003523453,"domain_scores_codex":[0.989039,0.004006709,0.003515531,0.000759319,0.002212552,0.0004669084],"domain_scores_gemma":[0.9786368,0.002473299,0.006723985,0.003764313,0.008235166,0.0001664494],"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":[0.00004798015,0.0001384732,0.0290268,0.002334144,0.003814228,9.942177e-8,0.0005304645,0.000007707705,0.00004462651,0.00002499173,0.9630178,0.001012744],"study_design_scores_gemma":[0.002000099,0.00009031263,0.3267962,0.005197585,0.002117613,0.00001802671,0.000484928,0.0000372946,0.00005564508,0.00003904555,0.662975,0.0001882499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001682025,0.004143922,0.0002757541,0.1457673,0.000648291,0.004031469,0.8448226,0.00001501299,0.000127389],"genre_scores_gemma":[0.03621072,0.008767816,0.001505798,0.004096655,0.0004783842,0.0002698907,0.9485767,0.00006693416,0.00002703657],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3000427,"threshold_uncertainty_score":0.99996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729700793718668,"score_gpt":0.3490091716790031,"score_spread":0.3217121637418164,"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."}}