{"id":"W2749689935","doi":"10.1016/j.athoracsur.2017.05.024","title":"Symptoms Are More Useful Than Echocardiography in Patient Selection for Pulmonary Endarterectomy","year":2017,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"University of Toronto; University Health Network","keywords":"Medicine; Pulmonary hypertension; Cardiology; Internal medicine; Perfusion; Population; Chronic thromboembolic pulmonary hypertension","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002390333,0.001023954,0.001695666,0.002528742,0.0006565546,0.002399963,0.0006890164,0.00205457,0.004610723],"category_scores_gemma":[0.02313487,0.0003061132,0.001193513,0.001589006,0.000743997,0.002590384,0.0006342768,0.00218314,0.00159097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003031578,"about_ca_system_score_gemma":0.0006983891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007282677,"about_ca_topic_score_gemma":0.001802675,"domain_scores_codex":[0.9979827,0.0006011096,0.000506609,0.0001916279,0.0004720202,0.0002458189],"domain_scores_gemma":[0.9746698,0.01548807,0.004068533,0.0006258839,0.002335378,0.002812269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004822802,0.00008864265,0.9854169,0.0001015009,0.0001250598,0.001433523,0.00006177846,0.0001248624,0.0008131185,0.00007269653,0.001002715,0.01027685],"study_design_scores_gemma":[0.00006710751,0.0006924183,0.982645,0.0003428866,0.0005779754,0.008311219,0.0007666612,0.00155984,0.001043799,0.0005039163,0.003425796,0.00006331775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441523,0.01387394,0.002801378,0.008253927,0.001984634,0.00006868741,0.00134276,0.0001028654,0.0274195],"genre_scores_gemma":[0.991396,0.002329796,0.001177655,0.0013223,0.002084021,0.00001884933,0.0008011539,0.00004091458,0.0008291235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004610723,"threshold_uncertainty_score":0.01542437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129888471895337,"score_gpt":0.3956721998876138,"score_spread":0.2826833526980801,"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."}}