{"id":"W2070996467","doi":"10.1111/j.1540-8175.2007.00555.x","title":"A Simple Doppler Echocardiography Method to Evaluate Pulmonary Capillary Wedge Pressure in Patients with Atrial Fibrillation","year":2007,"lang":"en","type":"article","venue":"Echocardiography","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Pulmonary wedge pressure; Medicine; Atrial fibrillation; Cardiology; Internal medicine; Beat (acoustics); Pulmonary artery; Wedge (geometry); Catheter; Pulmonary artery catheter; Cardiac cycle; Blood pressure; Cardiac output; Surgery; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002175601,0.0004839159,0.001010614,0.002577371,0.0001535652,0.00004696302,0.0001381844,0.0003207733,0.00006664503],"category_scores_gemma":[0.00006441247,0.0003908729,0.002455163,0.004269001,0.0000759882,0.0001972515,0.00007817797,0.0004414666,0.00004419553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008581806,"about_ca_system_score_gemma":0.00007533238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000244242,"about_ca_topic_score_gemma":0.00001392341,"domain_scores_codex":[0.9960011,0.0003385227,0.0006185051,0.0008882846,0.001412537,0.0007410527],"domain_scores_gemma":[0.9978806,0.0001449678,0.0001290786,0.0009332514,0.000388733,0.000523353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003323478,0.00005615721,0.9655878,0.00005179903,0.002351748,0.00006637369,0.000133932,0.006138106,0.00006327649,0.000007809277,0.00253419,0.01968536],"study_design_scores_gemma":[0.004727396,0.0004418317,0.9008608,0.00007091089,0.001160169,0.00003036802,0.0000853786,0.0001116583,0.0001914288,0.00004608261,0.09182606,0.0004478979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546146,0.002132115,0.0339103,0.0001336976,0.000984424,0.003737465,0.00008380259,0.0003859337,0.004017625],"genre_scores_gemma":[0.9935473,0.0001292365,0.004632161,0.0002578787,0.0009613741,0.00001862648,0.0002920753,0.00009872052,0.0000626534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08929187,"threshold_uncertainty_score":0.9998543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009223349773468186,"score_gpt":0.2672730133139085,"score_spread":0.2580496635404403,"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."}}