{"id":"W2418916242","doi":"10.1213/ane.0000000000000811","title":"Pulmonary Impedance and Pulmonary Doppler Trace in the Perioperative Period","year":2015,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Vascular resistance; Pulmonary artery; Pulmonary wedge pressure; Pulsatile flow; Ventricle; Population; Cardiac output; Pulmonary hypertension; Hemodynamics","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":[0.0003402465,0.0002128947,0.0003872863,0.001148953,0.0002148183,0.0008791592,0.000175053,0.0004493107,0.001746071],"category_scores_gemma":[0.00210741,0.0001135111,0.0001454664,0.000782032,0.0002423539,0.0004204241,0.0003271483,0.0007598958,0.000552981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002427598,"about_ca_system_score_gemma":0.000261022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001739597,"about_ca_topic_score_gemma":0.001118431,"domain_scores_codex":[0.9997455,0.00003801578,0.00003034714,0.0000421332,0.0001068343,0.00003717955],"domain_scores_gemma":[0.9994628,0.0001725557,0.0001163206,0.00002637892,0.0001347241,0.0000872889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002273163,0.0001585113,0.5726226,0.0005395976,0.0001467174,0.02740162,0.002052852,0.001244926,0.06739726,0.002176577,0.006498402,0.3174879],"study_design_scores_gemma":[0.00003309041,0.001225717,0.9057714,0.0003727533,0.0001602681,0.03910038,0.001920004,0.003884723,0.01857523,0.001491313,0.0273784,0.00008670337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203584,0.02749234,0.02156944,0.001643083,0.0007030914,0.0001466582,0.002064225,0.0006050766,0.02541764],"genre_scores_gemma":[0.9856738,0.005515672,0.005238042,0.0003788,0.0001835253,0.00005462852,0.0004664163,0.00004414768,0.002444878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001746071,"threshold_uncertainty_score":0.005841136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569999393468802,"score_gpt":0.2965962917358601,"score_spread":0.2608962978011721,"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."}}