{"id":"W2033690859","doi":"10.1136/hrt.2010.212084","title":"Diagnostic accuracy of echocardiography for pulmonary hypertension: a systematic review and meta-analysis","year":2011,"lang":"en","type":"review","venue":"Heart","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":376,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Meta-analysis; Pulmonary hypertension; Gold standard (test); Cardiology; Internal medicine; MEDLINE; Diagnostic accuracy","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":[0.02774968,0.003281079,0.02303004,0.008272975,0.0007556987,0.003375606,0.00311771,0.003213089,0.003397941],"category_scores_gemma":[0.08216645,0.002070568,0.04587807,0.008280811,0.001169181,0.002437128,0.001652159,0.002231103,0.0003700167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003027393,"about_ca_system_score_gemma":0.003693632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006303059,"about_ca_topic_score_gemma":0.01156791,"domain_scores_codex":[0.9760537,0.01344433,0.005456358,0.002183299,0.002356284,0.0005060197],"domain_scores_gemma":[0.9199214,0.0649073,0.009419198,0.00172266,0.003535903,0.0004935476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002251066,0.00002583383,0.006643562,0.3142268,0.6667365,0.000161483,0.00008181281,0.0005945434,0.0001556538,0.00009841233,0.0005421144,0.008482178],"study_design_scores_gemma":[0.0006258787,0.0001755748,0.003699802,0.01854165,0.9757051,0.0001052748,0.00002655137,0.0002377848,0.0001105899,0.000137915,0.00061137,0.00002244121],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006089773,0.9913993,0.0009087258,0.000270022,0.0001754925,0.0003942154,0.0005282412,0.00003170153,0.0002024557],"genre_scores_gemma":[0.2461844,0.74253,0.005838721,0.0009886307,0.0005025484,0.0025161,0.001067271,0.0000499771,0.0003222694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02774968,"threshold_uncertainty_score":0.1467561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1950171100155016,"score_gpt":0.3902319465927457,"score_spread":0.1952148365772441,"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."}}