{"id":"W2901736230","doi":"10.1053/j.jvca.2018.11.027","title":"Right Ventricular Function and Perioperative Risk Assessment: The Time Has Come to Stop Being Sinister","year":2018,"lang":"en","type":"letter","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Perioperative; Ventricular function; Function (biology); Risk assessment; Cardiology; Internal medicine; Intensive care medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.003111575,0.0004519224,0.001273752,0.0004839655,0.002267153,0.002876135,0.0007652638,0.01921364,0.003585919],"category_scores_gemma":[0.0243147,0.0002822223,0.0005803038,0.0004171772,0.002291921,0.004753075,0.001241305,0.02866164,0.001756328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002000719,"about_ca_system_score_gemma":0.002596621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960556,"about_ca_topic_score_gemma":0.004211129,"domain_scores_codex":[0.9977486,0.0009295901,0.0003138694,0.0002380903,0.0005577059,0.000212192],"domain_scores_gemma":[0.9859283,0.008372265,0.000958808,0.0003812082,0.002048338,0.002311052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001727915,0.0001832365,0.01506729,0.0002020729,0.00006866893,0.007512684,0.0006868515,0.0001381401,0.0003573166,0.005637595,0.8954036,0.07456981],"study_design_scores_gemma":[0.0003990979,0.0004171116,0.01919194,0.004356553,0.000187304,0.03351805,0.00587511,0.001695156,0.0005501551,0.06197536,0.8715559,0.0002782952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008425297,0.003786466,0.00008115702,0.9878756,0.006243395,0.000001964585,0.000009645712,0.000006025377,0.001153194],"genre_scores_gemma":[0.02310728,0.01020142,0.0006093822,0.8280705,0.135777,0.00001772856,0.00003249373,0.00001971824,0.002164493],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01921364,"threshold_uncertainty_score":0.01645577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009049689712105183,"score_gpt":0.2597673390245765,"score_spread":0.2507176493124714,"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."}}