{"id":"W2158650612","doi":"10.1093/ejechocard/jeq043","title":"Recommendations for reporting perioperative transoesophageal echo studies","year":2010,"lang":"en","type":"article","venue":"European Journal of Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Perioperative; Echo (communications protocol); Radiology; General surgery; Medical physics; Surgery","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1143666,0.002131485,0.003056635,0.01560278,0.002649753,0.006979205,0.00779074,0.01318385,0.01627531],"category_scores_gemma":[0.4127266,0.002610936,0.004339518,0.01034031,0.002187546,0.008831918,0.004200724,0.01289188,0.02187625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003015293,"about_ca_system_score_gemma":0.01714169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007446836,"about_ca_topic_score_gemma":0.007729582,"domain_scores_codex":[0.8356113,0.05961493,0.07977456,0.002323982,0.01955393,0.003121248],"domain_scores_gemma":[0.4357013,0.1482987,0.06198269,0.02357709,0.3173208,0.01311953],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002554805,0.0005757984,0.006398847,0.004954138,0.0001202135,0.001298431,0.001742843,0.001092232,0.001896039,0.002771923,0.717316,0.261578],"study_design_scores_gemma":[0.0006555665,0.0005623979,0.01810703,0.03729199,0.0003938348,0.002646563,0.006148657,0.002160519,0.004014218,0.01093676,0.916468,0.000614465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0106552,0.02797242,0.1511565,0.5601608,0.07643066,0.05435637,0.01537604,0.009326387,0.09456564],"genre_scores_gemma":[0.01492326,0.02501284,0.8117561,0.06485938,0.01262692,0.04076408,0.009351477,0.001342513,0.01936342],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8856334,"threshold_uncertainty_score":0.6048357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06388675731465374,"score_gpt":0.4042657902580709,"score_spread":0.3403790329434172,"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."}}